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Four boxes: 1. Story Corpus; 2. Prompts; 3. Ground Truth Dataset; 4 Models and Settings. Flexibility: parts 1, 2, and 4 can be changed independently to create custom snapshots of accuracy scores. 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LLM capabilities. in analyzing. sourcing. of news. stories. at scale.. Our. benchmarking. framework is. built around. three. moving. parts: a. story. corpus, a. detailed prompt set \(system and user\), and the LLMs. themselves. and their. settings. 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Even news influencers,. much talked about,. do not. have a factual basis to jump off. into commentary without referring. to primary news reporting. by journalists themselves.. Journalistic sourcing starts with the practice by which reporters decide who or what. to source. from, why, and. how. It includes. attributing. statements, claims, and. information. to. the. people, organizations, documents, or. other. entities. from whom they. obtained. that content. 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In. particular. journalistic. ventures. \(niche, mission-oriented, social justice-centric\). ) /Next 3000 0 R /Parent 2951 0 R /Dest [ 57 0 R /XYZ 72 291 null ] >> endobj 3000 0 obj << /First 3001 0 R /Count 1 /Prev 3002 0 R /Last 3003 0 R /Title (Vincent, S., Heider Don. \(2026\). Norms to reconstruct boundaries between sources and storytellers in local news. Handbook of Media Ethics Research. Edwin Elgar \(upcoming\). ) /Next 3004 0 R /Parent 2951 0 R /Dest [ 57 0 R /XYZ 72 228 null ] >> endobj 3004 0 obj << /First 3005 0 R /Count 1 /Prev 3006 0 R /Last 3007 0 R /Title (Carlson, M. \(2017\). Journalistic Authority: Legitimating News in the Digital Era. Columbia University Press. ) /Next 3008 0 R /Parent 2951 0 R /Dest [ 57 0 R /XYZ 72 205 null ] >> endobj 3008 0 obj << /First 3009 0 R /Count 4 /Prev 3010 0 R /Last 3011 0 R /Title (\000T\000h\000e\000 \000p\000h\000r\000a\000s\000e\000 \034\000n\000o\000r\000m\000a\000t\000i\000v\000e\000 \000o\000r\000d\000e\000r\000 \000o\000f\000 \000a\000u\000t\000h\000o\000r\000i\000z\000e\000d\000.\000 \000k\000n\000o\000w\000e\000r\000s \035\000 \000o\000r\000i\000g\000i\000n\000a\000t\000e\000s\000 \000w\000i\000t\000h\000 \000F\000i\000s\000h\000m\000a\000n\000,\000 \000M\000.\000 \000\(\0001\0009\0008\0000\000\)\000.\000 \000M\000a\000n\000u\000f\000a\000c\000t\000u\000r\000i\000n\000g\000 \000t\000h\000e\000 \000N\000e\000w\000s\000 \000\(\000p\000p\000.\000 \0001\0004\0004 \023\0001\0004\0005\000\)\000.\000 \000U\000n\000i\000v\000e\000r\000s\000i\000t\000y\000 \000o\000f\000 \000T\000e\000x\000a\000s\000 \000P\000r\000e\000s\000s\000.\000 \000T\000h\000e\000 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/Parent 2951 0 R /Dest [ 57 0 R /XYZ 72 142 null ] >> endobj 3016 0 obj << /Prev 3017 0 R /Count 0 /Title (In today's digital news distribution marketplace,. ripe with algorithmic aggregators,. social media platforms, search. and. AI-based answer. systems, there. is. little. differentiation. or. labeling. of. stories. by. types of sources relied upon,. authenticity of sources'. connection to story issues,. or justifications for source. inclusion. as. stakeholders. and. impacted. groups. This. gap. in. being. to. distinguish. stories. from on. another. around. their. sourcing represents. an. opportunity. with. di) /Dest [ 79 0 R /XYZ 72 563 null ] /Next 3018 0 R /Parent 2951 0 R >> endobj 3018 0 obj << /Prev 3019 0 R /Count 0 /Title (This is where. the. opportunity for large. language. models or LLMs comes in. While LLMs. have. demonstrated. substantial language. processing capacities, they. have. not been. substantively. evaluated. for. one. prospect: using. them at scale. to. generate. source-based statistics. and signals for news. stories. clustered. in. large. buckets. of content competing. for. news. cycle. attention.. Potential. applications. include: ) /Dest [ 79 0 R /XYZ 72 455 null ] /Next 3020 0 R /Parent 2951 0 R >> endobj 3020 0 obj << /First 3021 0 R /Count 20 /Prev 3022 0 R /Last 3023 0 R /Title ( "\000.\000 ) /Next 3024 0 R /Parent 2951 0 R /Dest [ 79 0 R /XYZ 90 362 null ] >> endobj 3024 0 obj << /First 3025 0 R /Count 4 /Prev 3026 0 R /Last 3027 0 R /Title (However, without rigorous benchmarks, it remains unclear which LLMs perform. adequately for these applications.. Benchmarks may help decide which types of real-time news analysis applications may be low-hanging fruit and. which. may. require. LLMs. to. advance. in. capacities. further. before. reliable. deployment. General-purpose. LLM evaluations. in. areas. like. law, medicine, and. mathematics. ) /Next 3028 0 R /Parent 2951 0 R /Dest [ 79 0 R /XYZ 72 235 null ] >> endobj 3028 0 obj << /First 3029 0 R /Count 4 /Prev 3030 0 R /Last 3031 0 R /Title (News Distribution Ethics Use Cases, documented as part of a roundtable series of meetings convened at Sants. Clara. University. to bring. together. product and policy. leaders. in tech companies. engaged in news. distribution. -distribution-of-news-roundtable-use-cases/ ) /Next 3032 0 R /Parent 2951 0 R /Dest [ 79 0 R /XYZ 72 136 null ] >> endobj 3032 0 obj << /Prev 3033 0 R /Count 0 /Title (This report makes a first step in addressing that gap by offering a proof-of-concept for a. benchmark. system. We. provide. a. real-world. framework to. evaluate. LLMs for accuracy in news sourcing annotations. by. comparing. LLM-generated annotations. with human. ground truth data. validated by. inter-coder. reliability. scoring. Our. approach demonstrates that. systematic benchmarking is possible for this domain, and our publicly available dataset enables ongoing. evaluation as new models are released. ) /Dest [ 94 0 R /XYZ 72 676 null ] /Next 3034 0 R /Parent 2951 0 R >> endobj 3034 0 obj << /First 3035 0 R /Count 16 /Prev 3036 0 R /Last 3037 0 R /Title (\000B\000o\000m\000m\000a\000s\000a\000n\000i\000,\000 \000R\000.\000,\000 \000L\000i\000a\000n\000g\000,\000 \000P\000.\000,\000 \000&\000 \000L\000e\000e\000,\000 \000T\000.\000 \000\(\0002\0000\0002\0003\000\)\000.\000 \000H\000o\000l\000i\000s\000t\000i\000c\000 \000e\000v\000a\000l\000u\000a\000t\000i\000o\000n\000 \000o\000f\000 \000l\000a\000n\000g\000u\000a\000g\000e\000 \000m\000o\000d\000e\000l\000s\000.\000 \000A\000n\000n\000a\000l\000s\000 \000o\000f\000 \000t\000h\000e\000 \000N\000e\000w\000 \000Y\000o\000r\000k\000 \000A\000c\000a\000d\000e\000m\000y\000 \000o\000f\000 \000S\000c\000i\000e\000n\000c\000e\000s\000,\000 \0001\0005\0002\0005\000\(\0001\000\)\000,\000 \0001\0004\0000 \023\0001\0004\0006\000.\000 \000;\000 \000H\000o\000l\000i\000s\000t\000i\000c\000 \000E\000v\000a\000l\000u\000a\000t\000i\000o\000n\000.\000 \000o\000f\000 \000L\000a\000n\000g\000u\000a\000g\000e\000 \000M\000o\000d\000e\000l\000s\000 \000\(\000H\000E\000L\000M\000\)\000.\000 \000\(\0002\0000\0002\0003\000\)\000.\000 \000S\000t\000a\000n\000f\000o\000r\000d\000 \000C\000R\000F\000M\000.\000 \000/\000;\000 \000Z\000h\000a\000n\000g\000,\000 \000T\000.\000,\000 \000L\000a\000d\000h\000a\000k\000,\000 \000F\000.\000,\000 \000D\000u\000r\000m\000u\000s\000,\000 \000E\000.\000,\000 \000L\000i\000a\000n\000g\000,\000 \000P\000.\000,\000 \000M\000c\000K\000e\000o\000w\000n\000,\000 \000K\000.\000,\000 \000&\000 \000H\000a\000s\000h\000i\000m\000o\000t\000o\000,\000 \000T\000.\000 \000B\000.\000 \000\(\0002\0000\0002\0004\000\)\000.\000 \000B\000e\000n\000c\000h\000m\000a\000r\000k\000i\000n\000g\000 \000l\000a\000r\000g\000e\000 \000l\000a\000n\000g\000u\000a\000g\000e\000 \000m\000o\000d\000e\000l\000s\000 \000f\000o\000r\000 \000n\000e\000w\000s\000 \000s\000u\000m\000m\000a\000r\000i\000z\000a\000t\000i\000o\000n\000.\000 \000T\000r\000a\000n\000s\000a\000c\000t\000i\000o\000n\000s\000 \000o\000f\000 \000t\000h\000e\000 \000A\000s\000s\000o\000c\000i\000a\000t\000i\000o\000n\000 \000f\000o\000r\000 \000C\000o\000m\000p\000u\000t\000a\000t\000i\000o\000n\000a\000l\000 \000L\000i\000n\000g\000u\000i\000s\000t\000i\000c\000s\000,\000 \0001\0002\000,\000 \0003\0009 \023\0005\0007\000.\000 ) /Next 3038 0 R /Parent 2951 0 R /Dest [ 94 0 R /XYZ 72 143 null ] >> endobj 3038 0 obj << /Prev 3039 0 R /Count 0 /Title (METHODOLOGY ) /Dest [ 111 0 R /XYZ 72 723 null ] /Next 3040 0 R /Parent 2951 0 R >> endobj 3040 0 obj << /Prev 3041 0 R /Count 0 /Title (Our. benchmark evaluates. LLM performance. on. a fundamental journalistic. practice: identifying. and. categorizing. source. attributions. in. news. stories. This. section. describes. the. annotation. schema, ground truth dataset creation, model testing. procedures, and comparison. methods. used. to. generate. accuracy. scores. ) /Dest [ 111 0 R /XYZ 72 681 null ] /Next 3042 0 R /Parent 2951 0 R >> endobj 3042 0 obj << /Prev 3043 0 R /Count 0 /Title (Five Elements of Sourcing Annotations ) /Dest [ 111 0 R /XYZ 72 600 null ] /Next 3044 0 R /Parent 2951 0 R >> endobj 3044 0 obj << /Prev 3045 0 R /Count 0 /Title (We developed a five-element schema for. annotating. source. attributions. in. journalistic. texts. Each. sourced. statement identified. in. an. article. receives. annotations. across. these. categories: ) /Dest [ 111 0 R /XYZ 72 567 null ] /Next 3046 0 R /Parent 2951 0 R >> endobj 3046 0 obj << /Prev 3047 0 R /Count 0 /Title (Sourced Statement ) /Dest [ 111 0 R /XYZ 72 524 null ] /Next 3048 0 R /Parent 2951 0 R >> endobj 3048 0 obj << /First 3049 0 R /Count 2 /Prev 3050 0 R /Last 3051 0 R /Title (Every. statement in. a. story. that the. reporter. would. not have. been. able. to. include. without drawing. or. receiving. content from one. or. more. sources. These. are. actual text lines. where. reporters. make. attributions. using. verbs. like "said,". "according. to,". "stated," "explained,". or implied attributions.) /Next 3052 0 R /Parent 2951 0 R /Dest [ 111 0 R /XYZ 72 497 null ] >> endobj 3052 0 obj << /Prev 3053 0 R /Count 0 /Title (Type of Source ) /Dest [ 111 0 R /XYZ 72 437 null ] /Next 3054 0 R /Parent 2951 0 R >> endobj 3054 0 obj << /Prev 3055 0 R /Count 0 /Title (The. category of source. being attributed: Named. Person, Named. Organization, Document, Anonymous Source. \(known. to reporter. but identity. withheld\), Unnamed Person. \(not granted anonymity\), or. Unnamed. Group of People. ) /Dest [ 111 0 R /XYZ 72 410 null ] /Next 3056 0 R /Parent 2951 0 R >> endobj 3056 0 obj << /Prev 3057 0 R /Count 0 /Title (Name of Source ) /Dest [ 111 0 R /XYZ 72 351 null ] /Next 3058 0 R /Parent 2951 0 R >> endobj 3058 0 obj << /Prev 3059 0 R /Count 0 /Title (The. full name. when applicable. \(for Named. Person or Named. Organization types\). For documents, the .publishing .organization .or .author. ) /Dest [ 111 0 R /XYZ 72 324 null ] /Next 3060 0 R /Parent 2951 0 R >> endobj 3060 0 obj << /Prev 3061 0 R /Count 0 /Title (Title of Source ) /Dest [ 111 0 R /XYZ 72 281 null ] /Next 3062 0 R /Parent 2951 0 R >> endobj 3062 0 obj << /Prev 3063 0 R /Count 0 /Title (Formal positions. of power, authority, or. expertise. held. by. the. source. \(e.g., "Director. of Marketing," "Mayor,". "Professor,". "Chief. of. Police"\). Titles signal authorized knowledge,. power and/or expert status. ) /Dest [ 111 0 R /XYZ 72 254 null ] /Next 3064 0 R /Parent 2951 0 R >> endobj 3064 0 obj << /Prev 3065 0 R /Count 0 /Title (Source Justification ) /Dest [ 111 0 R /XYZ 72 195 null ] /Next 3066 0 R /Parent 2951 0 R >> endobj 3066 0 obj << /First 3067 0 R /Count 4 /Prev 3068 0 R /Last 3069 0 R /Title (\000T\000h\000e\000 \000e\000v\000e\000r\000y\000d\000a\000y\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000t\000i\000c\000 \000p\000r\000a\000c\000t\000i\000c\000e\000 \000o\000f\000 \000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \024\000 \000s\000i\000g\000n\000a\000l\000e\000d\000 \000b\000y\000.\000 \000v\000e\000r\000b\000s\000.\000 \000s\000u\000c\000h\000 \000a\000s\000.\000 \034\000s\000a\000i\000d\000, \035\000 \034\000a\000c\000c\000o\000r\000d\000i\000n\000g\000.\000 \000t\000o\000, \035\000 \034\000s\000t\000a\000t\000e\000d\000, \035\000 \000a\000n\000d\000 \034\000e\000x\000p\000l\000a\000i\000n\000e\000d \035\000 \024\000 \000i\000s\000 \000a\000n\000a\000l\000y\000z\000e\000d\000 \000a\000s\000 \000a\000 \000f\000o\000u\000n\000d\000a\000t\000i\000o\000n\000a\000l\000 \000f\000e\000a\000t\000u\000r\000e\000 \000o\000f\000.\000 \000n\000e\000w\000s\000 \000d\000i\000s\000c\000o\000u\000r\000s\000e\000 \000i\000n\000:\000.\000 \000B\000e\000d\000n\000a\000r\000e\000k\000,\000 \000M\000.\000 \000\(\0002\0000\0000\0006\000\)\000.\000 \000E\000v\000a\000l\000u\000a\000t\000i\000o\000n\000.\000 \000i\000n\000.\000 \000M\000e\000d\000i\000a\000 \000D\000i\000s\000c\000o\000u\000r\000s\000e\000:\000 \000A\000n\000a\000l\000y\000s\000i\000s\000 \000o\000f\000 \000a\000 \000n\000e\000w\000s\000p\000a\000p\000e\000r\000 \000c\000o\000r\000p\000u\000s\000.\000 \000.\000 \000T\000h\000e\000s\000e\000.\000 \000v\000e\000r\000b\000s\000.\000 \000a\000r\000e\000.\000 \000a\000l\000s\000o\000.\000 \000r\000e\000f\000e\000r\000r\000e\000d\000 \000t\000o\000.\000 \000i\000n\000.\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000 \000l\000i\000n\000g\000u\000i\000s\000t\000i\000c\000s\000.\000 \000a\000s\000.\000 \034\000r\000e\000p\000o\000r\000t\000i\000n\000g\000.\000 \000v\000e\000r\000b\000s \035\000 \000o\000r\000.\000 \034\000s\000p\000e\000e\000c\000h\000-\000a\000c\000t\000 \000v\000e\000r\000b\000s\000. \035\000 ) /Next 3070 0 R /Parent 2951 0 R /Dest [ 111 0 R /XYZ 72 136 null ] >> endobj 3070 0 obj << /Prev 3071 0 R /Count 0 /Title (\000T\000h\000i\000s\000 \000t\000e\000r\000m\000 \000i\000s\000 \000t\000h\000e\000.\000 \000u\000n\000s\000t\000r\000u\000c\000t\000u\000r\000e\000d\000.\000 \000t\000e\000x\000t\000 \000r\000e\000p\000o\000r\000t\000e\000r\000s\000 \000u\000s\000e\000.\000 \000t\000o\000.\000 \000e\000x\000p\000l\000a\000i\000n\000 \000i\000n\000 \000w\000h\000y\000 \000a\000 \000s\000o\000u\000r\000c\000e\000.\000 \000i\000s\000 \000i\000n\000c\000l\000u\000d\000e\000d \024\000t\000h\000e\000i\000r\000 \000c\000o\000n\000n\000e\000c\000t\000i\000o\000n\000.\000 \000t\000o\000 \000t\000h\000e\000.\000 \000s\000t\000o\000r\000y\000,\000 \000l\000i\000v\000e\000d\000 \000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000s\000,\000 \000s\000t\000a\000k\000e\000h\000o\000l\000d\000e\000r\000.\000 \000s\000t\000a\000t\000u\000s\000,\000 \000o\000r\000.\000 \000w\000i\000t\000n\000e\000s\000s\000e\000d\000 \000e\000v\000e\000n\000t\000s\000.\000 \000T\000h\000i\000s\000.\000 \000t\000e\000x\000t\000 \000o\000f\000t\000e\000n\000.\000 \000a\000p\000p\000e\000a\000r\000s\000.\000 \000c\000l\000o\000s\000e\000r\000.\000 \000t\000o\000 \000w\000h\000e\000r\000e\000 \000t\000h\000e\000 \000s\000o\000u\000r\000c\000e\000 \000i\000s\000.\000 \000f\000i\000r\000s\000t\000 \000i\000n\000t\000r\000o\000d\000u\000c\000e\000d\000,\000 \000b\000u\000t\000 \000n\000o\000t\000 \000a\000l\000w\000a\000y\000s\000.\000 \000I\000t\000 \000m\000a\000y\000.\000 \000a\000p\000p\000e\000a\000r\000.\000 \000a\000n\000y\000w\000h\000e\000r\000e\000.\000 \000i\000n\000.\000 \000t\000h\000e\000.\000 \000a\000r\000t\000i\000c\000l\000e\000.\000 ) /Dest [ 127 0 R /XYZ 72 720 null ] /Next 3072 0 R /Parent 2951 0 R >> endobj 3072 0 obj << /First 3073 0 R /Count 4 /Prev 3074 0 R /Last 3075 0 R /Title (Source. Justification. is. a. new and less. understood term and we. have. conceptualized it as. a. new data. element to capture an. aspect of. journalistic. sourcing. that is. crucial for. understanding. source. portrayal and. ethical treatment. The. practice. of justifying. source. inclusion. has. been. present implicitly in journalistic writing. about. sources. But. is has not. been formally defined as a. term for structured. data. purposes, for. instance. in. news. source. analysis, and. hence. is. not p) /Next 3076 0 R /Parent 2951 0 R /Dest [ 127 0 R /XYZ 72 638 null ] >> endobj 3076 0 obj << /Prev 3077 0 R /Count 0 /Title (\000F\000o\000r\000.\000 \000a\000 \000m\000o\000r\000e\000.\000 \000d\000e\000t\000a\000i\000l\000e\000d\000.\000 \000d\000e\000s\000c\000r\000i\000p\000t\000i\000o\000n\000.\000 \000o\000f\000 \000t\000h\000e\000s\000e\000.\000 \000a\000n\000d\000.\000 \000a\000l\000l\000 \000a\000s\000s\000o\000c\000i\000a\000t\000e\000d\000.\000 \000t\000e\000r\000m\000s\000,\000 \000s\000e\000e\000.\000 \000A\000p\000p\000e\000n\000d\000i\000x\000 \0001\000.\000 \023\000 \000V\000o\000c\000a\000b\000u\000l\000a\000r\000y\000.\000 ) /Dest [ 127 0 R /XYZ 72 475 null ] /Next 3078 0 R /Parent 2951 0 R >> endobj 3078 0 obj << /Prev 3079 0 R /Count 0 /Title (Example of a Sourcing Annotation as Data ) /Dest [ 127 0 R /XYZ 72 442 null ] /Next 3080 0 R /Parent 2951 0 R >> endobj 3080 0 obj << /Prev 3081 0 R /Count 0 /Title (This example. \(Table. 1\) taken from our ground. truth. dataset shows a fully annotated. statement of attribution. from a. news. report. In .this .story .about.the .impact.of.a .new .Florida .law .on .transgender people, a. statement is. attributed. to. a. named. person, with. their. title. The. source. justification. data. field has the text that captures why that person is being. quoted. ) /Dest [ 127 0 R /XYZ 72 415 null ] /Next 3082 0 R /Parent 2951 0 R >> endobj 3082 0 obj << /First 3083 0 R /Count 12 /Prev 3084 0 R /Last 3085 0 R /Title (Sourced. Statement ) /Next 3086 0 R /Parent 2951 0 R /Dest [ 127 0 R /XYZ 72 334 null ] >> endobj 3086 0 obj << /First 3087 0 R /Count 1 /Prev 3088 0 R /Last 3089 0 R /Title (As journalists adopt recent advancements in journalism ethics frameworks, the opportunity to make source justifications more explicit. in stories increases. Also see footnote 14. ) /Next 3090 0 R /Parent 2951 0 R /Dest [ 127 0 R /XYZ 72 113 null ] >> endobj 3090 0 obj << /Prev 3091 0 R /Count 0 /Title (Table 1: Example of a fully annotated attribution from a real news story. ) /Dest [ 141 0 R /XYZ 156 638 null ] /Next 3092 0 R /Parent 2951 0 R >> endobj 3092 0 obj << /Prev 3093 0 R /Count 0 /Title (Ground Truth Dataset Creation ) /Dest [ 141 0 R /XYZ 72 596 null ] /Next 3094 0 R /Parent 2951 0 R >> endobj 3094 0 obj << /First 3095 0 R /Count 3 /Prev 3096 0 R /Last 3097 0 R /Title (Currently, our. ground. truth. dataset comprises. 645 sourcing. annotations. extracted. from 43. professionally. published. news. articles. Articles. were. selected. from award-winning local, regional, and national outlets. including. both for-profit and. non-profit publishers. The. corpus. includes. stories. from publications. such. as. ,. ,. ,. Associated Press,. New York Times,. and 18 other. outlets. See the table below. ) /Next 3098 0 R /Parent 2951 0 R /Dest [ 141 0 R /XYZ 72 562 null ] >> endobj 3098 0 obj << /First 3099 0 R /Count 702 /Prev 3100 0 R /Last 3101 0 R /Title (News Publisher ) /Next 3102 0 R /Parent 2951 0 R /Dest [ 141 0 R /XYZ 74 438 null ] >> endobj 3102 0 obj << /Prev 3103 0 R /Count 0 /Title (Table 2a:. List. of. publishers and articles in our news corpus. ) /Dest [ 158 0 R /XYZ 144 440 null ] /Next 3104 0 R /Parent 2951 0 R >> endobj 3104 0 obj << /Prev 3105 0 R /Count 0 /Title (Undergraduate. and. graduate. students at ճԹ were. trained. to. apply the. five-element schema through. an. iterative. process. Students. first annotated. practice. articles, which. were. reviewed. collectively. to. correct misunderstandings. Following. training, students. annotated. 43 production. articles. over. three. quarters. to reach. the. final 645-row dataset. ) /Dest [ 158 0 R /XYZ 72 397 null ] /Next 3106 0 R /Parent 2951 0 R >> endobj 3106 0 obj << /First 3107 0 R /Count 4 /Prev 3108 0 R /Last 3109 0 R /Title (To. validate. annotation reliability, we. subjected. 100. rows to. inter-coder. reliability. testing. using. Krippendorff's. Alpha.. Two independent. student. annotators coded the same 6 articles \(100 rows. of. sourcing\),. and their work was compared using semantic distance for unstructured elements \(Sourced Statement, Title, Source Justification\). and fuzzy. distancefor structured elements \(Type and Name\). All ICR scores. exceeded 0.88, with Sourced Statements. at 0.9483, Type of. Source at ) /Next 3110 0 R /Parent 2951 0 R /Dest [ 158 0 R /XYZ 72 321 null ] >> endobj 3110 0 obj << /First 3111 0 R /Count 1 /Prev 3112 0 R /Last 3113 0 R /Title (\000W\000e\000 \000u\000s\000e\000 \000K\000r\000i\000p\000p\000e\000n\000d\000o\000r\000f\000f \031\000s\000 \000A\000l\000p\000h\000a\000 \000t\000o\000 \000c\000o\000m\000p\000u\000t\000e\000 \000i\000n\000t\000e\000r\000-\000c\000o\000d\000e\000r\000.\000 \000r\000e\000l\000i\000a\000b\000i\000l\000i\000t\000y\000 \000s\000c\000o\000r\000e\000s\000.\000 \000f\000o\000r\000.\000 \000o\000u\000r\000.\000 \000a\000n\000n\000o\000t\000a\000t\000o\000r\000s\000.\000 \000O\000u\000r\000.\000 \000u\000s\000e\000 \000o\000f\000 \000t\000r\000a\000i\000n\000e\000d\000 \000s\000t\000u\000d\000e\000n\000t\000 \000a\000n\000n\000o\000t\000a\000t\000o\000r\000s\000.\000 \000t\000o\000 \000p\000r\000o\000d\000u\000c\000e\000 \000g\000r\000o\000u\000n\000d\000 \000t\000r\000u\000t\000h\000 \000d\000a\000t\000a\000.\000 \000f\000o\000l\000l\000o\000w\000s\000.\000 \000a\000.\000 \000s\000i\000m\000i\000l\000a\000r\000.\000 \000a\000p\000p\000r\000o\000a\000c\000h\000 \000t\000o\000 \000S\000p\000a\000n\000g\000h\000e\000r\000.\000 \000e\000t\000 \000a\000l\000.\000 \000\(\0002\0000\0002\0003\000\)\000.\000 \000S\000e\000e\000:\000 \000S\000p\000a\000n\000g\000h\000e\000r\000,\000 \000A\000.\000,\000 \000P\000e\000n\000g\000,\000 \000N\000.\000,\000 \000F\000e\000r\000r\000a\000r\000a\000,\000 \000E\000.\000,\000 \000&\000 \000M\000a\000y\000,\000 \000J\000.\000 \000\(\0002\0000\0002\0003\000\)\000.\000 \000I\000d\000e\000n\000t\000i\000f\000y\000i\000n\000g\000.\000 \000I\000n\000f\000o\000r\000m\000a\000t\000i\000o\000n\000a\000l\000 \000S\000o\000u\000r\000c\000e\000s\000.\000 \000i\000n\000 \000N\000e\000w\000s\000.\000 \000A\000r\000t\000i\000c\000l\000e\000s\000.\000 \000P\000r\000o\000c\000e\000e\000d\000i\000n\000g\000s\000.\000 \000o\000f\000 \000E\000M\000N\000L\000P\000 \0002\0000\0002\0003\000 \000\(\000p\000p\000.\000 \0003\0006\0002\0006 \023\000 \0003\0006\0003\0009\000\)\000.\000 ) /Next 3114 0 R /Parent 2951 0 R /Dest [ 158 0 R /XYZ 72 203 null ] >> endobj 3114 0 obj << /First 3115 0 R /Count 4 /Prev 3116 0 R /Last 3117 0 R /Title (Semantic. distance. comparisons. use. sentence. embeddings. from: Reimers, N., & Gurevych, I. \(2019\). Sentence-BERT: Sentence. Embeddings using Siamese. BERT-Networks. Proceedings of EMNLP 2019. Similarity. is. measured via. cosine. similarity, with a. threshold of 0.8. for sourced. statements and. 0.55. for titles and justifications. Fuzzy. distance. comparisons. use. the. Levenshtein-based algorithm from: Mouselimis, L. \(2021\). fuzzywuzzyR: Fuzzy String Matching. R package version 1.0.5. -project.org/pack) /Next 3118 0 R /Parent 2951 0 R /Dest [ 158 0 R /XYZ 72 160 null ] >> endobj 3118 0 obj << /Prev 3119 0 R /Count 0 /Title (Ground Truth Dataset \(annotations\) ) /Dest [ 179 0 R /XYZ 72 672 null ] /Next 3120 0 R /Parent 2951 0 R >> endobj 3120 0 obj << /Prev 3121 0 R /Count 0 /Title (Descriptive statistics of various aspects of sourcing in the ground truth annotations dataset are in the .table .below.. ) /Dest [ 179 0 R /XYZ 72 638 null ] /Next 3122 0 R /Parent 2951 0 R >> endobj 3122 0 obj << /Prev 3123 0 R /Count 0 /Title (\000N\000.\000 \000=\000 \0006\0004\0005\000 \000s\000o\000u\000r\000c\000e\000d\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000s\000 \000a\000c\000r\000o\000s\000s\000 \0004\0003\000 \000n\000e\000w\000s\000 \000s\000t\000o\000r\000i\000e\000s\000.\000 \000P\000e\000r\000c\000e\000n\000t\000a\000g\000e\000s\000 \000i\000n\000 \000s\000e\000c\000t\000i\000o\000n\000s\000 \0001 \023\0004\000.\000 \000a\000r\000e\000 \000o\000f\000 \000t\000h\000e\000 \000f\000u\000l\000l\000 \000d\000a\000t\000a\000s\000e\000t\000.\000 \000S\000e\000c\000t\000i\000o\000n\000.\000 \0005\000a\000.\000 \000p\000e\000r\000c\000e\000n\000t\000a\000g\000e\000s\000 \000a\000r\000e\000 \000o\000f\000 \000N\000a\000m\000e\000d\000.\000 \000P\000e\000r\000s\000o\000n\000.\000 \000r\000o\000w\000s\000 \000\(\000n\000=\0003\0008\0004\000\)\000.\000 \000S\000e\000c\000t\000i\000o\000n\000.\000 \0005\000b\000.\000 \000s\000h\000o\000w\000s\000 \000i\000n\000t\000e\000r\000s\000e\000c\000t\000i\000o\000n\000a\000l\000 \000b\000r\000e\000a\000k\000d\000o\000w\000n\000.\000 \000a\000c\000r\000o\000s\000s\000 \000a\000l\000l\000 \0006\0004\0005\000.\000 \000r\000o\000w\000s\000.\000 ) /Dest [ 179 0 R /XYZ 72 590 null ] /Next 3124 0 R /Parent 2951 0 R >> endobj 3124 0 obj << /First 3125 0 R /Count 1260 /Prev 3126 0 R /Last 3127 0 R /Title (Category / Breakdown ) /Next 3128 0 R /Parent 2951 0 R /Dest [ 179 0 R /XYZ 80 543 null ] >> endobj 3128 0 obj << /Prev 3129 0 R /Count 0 /Title (Table. 2b: Sourcing Statistics from the. Ground. Truth. Annotations Data ) /Dest [ 192 0 R /XYZ 143 141 null ] /Next 3130 0 R /Parent 2951 0 R >> endobj 3130 0 obj << /Prev 3131 0 R /Count 0 /Title (The benchmarking system: three moving parts ) /Dest [ 206 0 R /XYZ 72 722 null ] /Next 3132 0 R /Parent 2951 0 R >> endobj 3132 0 obj << /Prev 3133 0 R /Count 0 /Title (Our. benchmarking. system that led. to. this. report has. three. main. moving. parts. ) /Dest [ 206 0 R /XYZ 72 689 null ] /Next 3134 0 R /Parent 2951 0 R >> endobj 3134 0 obj << /Prev 3135 0 R /Count 0 /Title (Figure) /Dest [ 206 0 R /XYZ 72 656 null ] /Next 3136 0 R /Parent 2951 0 R >> endobj 3136 0 obj << /Prev 3137 0 R /Count 0 /Title (Figure 1: Benchmark System Diagram ) /Dest [ 206 0 R /XYZ 253 390 null ] /Next 3138 0 R /Parent 2951 0 R >> endobj 3138 0 obj << /First 3139 0 R /Count 1 /Prev 3140 0 R /Last 3141 0 R /Title (We currently have 43 articles selected from. various news outlets \(Table 2\) for annotations. This corpus can be independently expanded to more news stories with. a more. diverse. distribution. of the types .of .sources .in .them: .people,.organizations,.documents,.unnamed groups. of. people, anonymous. sources, and so on. ) /Next 3142 0 R /Parent 2951 0 R /Dest [ 206 0 R /XYZ 72 361 null ] >> endobj 3142 0 obj << /First 3143 0 R /Count 1 /Prev 3144 0 R /Last 3145 0 R /Title (Currently we have a detailed. set of prompts \(system and. user\) shared. with. both. human. annotators. and. LLMs. These. prompts. took 50. iterations. to. build. to. stability, and. yet, they. could still be. improved further. with more. examples. for. nuanced edge. cases. in. annotations.. ) /Next 3146 0 R /Parent 2951 0 R /Dest [ 206 0 R /XYZ 72 281 null ] >> endobj 3146 0 obj << /First 3147 0 R /Count 1 /Prev 3148 0 R /Last 3149 0 R /Title (\000C\000u\000r\000r\000e\000n\000t\000l\000y\000,\000 \000w\000e\000 \000h\000a\000v\000e\000 \000t\000e\000s\000t\000e\000d\000.\000 \0001\0003\000.\000 \000o\000f\000f\000-\000t\000h\000e\000-\000s\000h\000e\000l\000f\000 \000v\000a\000r\000i\000a\000n\000t\000s\000.\000 \000\(\000r\000e\000l\000e\000a\000s\000e\000.\000 \000v\000e\000r\000s\000i\000o\000n\000s\000\)\000.\000 \000w\000i\000t\000h\000.\000 \000r\000e\000a\000s\000o\000n\000i\000n\000g\000 \000s\000e\000t\000 \000t\000o\000.\000 \000O\000F\000F\000.\000 \000a\000n\000d\000.\000 \000t\000e\000m\000p\000e\000r\000a\000t\000u\000r\000e\000.\000 \000t\000o\000.\000 \000Z\000e\000r\000o\000.\000 \000M\000o\000v\000i\000n\000g\000 \000t\000o\000.\000 \000n\000e\000w\000e\000r\000 \000a\000n\000d\000.\000 \000n\000e\000w\000e\000r\000 \000m\000o\000d\000e\000l\000s\000 \000\(\000e\000.\000g\000.\000 \000C\000l\000a\000u\000d\000e\000.\000 \000S\000o\000n\000e\000t\000 \0004\000.\0005\000 \000a\000n\000d\000 \0004\000.\0006\000 \000a\000r\000e\000.\000 \000n\000e\000x\000t\000\)\000.\000 \000a\000n\000d\000 \000p\000o\000s\000s\000i\000b\000l\000y\000.\000 \000t\000w\000e\000a\000k\000i\000n\000g\000.\000 \000s\000e\000t\000t\000i\000n\000g\000s\000.\000 \000a\000n\000d\000/\000o\000r\000.\000 \000t\000r\000y\000i\000n\000g\000.\000 \000c\000u\000s\000t\000o\000m\000 \000m\000o\000d\000e\000l\000s\000.\000 \000i\000s\000 \000a\000.\000 \000s\000e\000p\000a\000r\000a\000t\000e\000.\000 \000m\000o\000v\000i\000n\000g\000.\000 \000p\000a\000r\000t\000 \000t\000h\000a\000t\000 \000w\000i\000l\000l\000 \000m\000o\000v\000e\000.\000 \000t\000h\000e\000.\000 \000s\000c\000o\000r\000e\000s\000.\000 \000a\000r\000o\000u\000n\000d\000.\000 \023\000 \000h\000i\000g\000h\000e\000r\000.\000 \000o\000r\000.\000 \000l\000o\000w\000e\000r\000.\000 \000T\000h\000i\000s\000.\000 \000i\000s\000.\000 \000t\000h\000e\000.\000 \000g\000o\000a\000l\000:\000 \000t\000e\000s\000t\000i\000n\000g\000 \000m\000o\000d\000e\000l\000 \000p\000e\000r\000f\000o\000r\000m\000a\000n\000c\000e\000 \000a\000n\000d\000 \000c\000o\000m\000p\000a\000r\000i\000n\000g\000 \000t\000h\000e\000m\000.\000 ) /Next 3150 0 R /Parent 2951 0 R /Dest [ 206 0 R /XYZ 72 216 null ] >> endobj 3150 0 obj << /Prev 3151 0 R /Count 0 /Title ( &\000.\000.\000 ) /Dest [ 206 0 R /XYZ 72 119 null ] /Next 3152 0 R /Parent 2951 0 R >> endobj 3152 0 obj << /First 3153 0 R /Count 1 /Prev 3154 0 R /Last 3155 0 R /Title (This is a. critical part of. the. benchmarking. system, but is. not a. moving part. It holds the human \(trained student\) annotations done for the story corpus of news articles, producing. 645 rows. of data. The. is GT. dataset is a direct reflection of the. corpus through. the .sourcing .vocabulary .lens..Our .ICR .scores .show .that.annotator .reliability .and .consistency .is .high.. This means a given story corpus is broadly going to. produce. the. same. GT. dataset, subject to. minor variations, even. i) /Next 3156 0 R /Parent 2951 0 R /Dest [ 219 0 R /XYZ 72 705 null ] >> endobj 3156 0 obj << /Prev 3157 0 R /Count 0 /Title (The. project will keep. subjecting the. 15-20% of the. ground truth dataset to. inter-code-reliability. analysis. as. it grows. to 2k-3k-4k rows. \(15-20% is. the. recommended. ICR. analysis. sample. size. for. scoring.\) ) /Dest [ 219 0 R /XYZ 72 592 null ] /Next 3158 0 R /Parent 2951 0 R >> endobj 3158 0 obj << /Prev 3159 0 R /Count 0 /Title (Models tested ) /Dest [ 219 0 R /XYZ 72 527 null ] /Next 3160 0 R /Parent 2951 0 R >> endobj 3160 0 obj << /Prev 3161 0 R /Count 0 /Title (We tested the following 13 off-the-shelf LLMs. for. their. capacity. to. parse. news. story. texts, and. spot and annotate the five elements. of. sourcing. annotations. outlined above. ) /Dest [ 219 0 R /XYZ 72 493 null ] /Next 3162 0 R /Parent 2951 0 R >> endobj 3162 0 obj << /First 3163 0 R /Count 30 /Prev 3164 0 R /Last 3165 0 R /Title (1. ) /Next 3166 0 R /Parent 2951 0 R /Dest [ 219 0 R /XYZ 72 445 null ] >> endobj 3166 0 obj << /Prev 3167 0 R /Count 0 /Title (Released Data: Structure and Organization ) /Dest [ 219 0 R /XYZ 72 274 null ] /Next 3168 0 R /Parent 2951 0 R >> endobj 3168 0 obj << /First 3169 0 R /Count 2 /Prev 3170 0 R /Last 3171 0 R /Title (The. complete. benchmark datasetis publicly available at. Hugging Face and includes: ) /Next 3172 0 R /Parent 2951 0 R /Dest [ 219 0 R /XYZ 72 240 null ] >> endobj 3172 0 obj << /First 3173 0 R /Count 20 /Prev 3174 0 R /Last 3175 0 R /Title ( "\000 ) /Next 3176 0 R /Parent 2951 0 R /Dest [ 219 0 R /XYZ 72 217 null ] >> endobj 3176 0 obj << /First 3177 0 R /Count 4 /Prev 3178 0 R /Last 3179 0 R /Title (Dataset: ) /Next 3180 0 R /Parent 2951 0 R /Dest [ 219 0 R /XYZ 72 101 null ] >> endobj 3180 0 obj << /Prev 3181 0 R /Count 0 /Title (Our. file naming. convention \(articles numbered 1-43. with. matching annotation. files\) enables. cross-referencing. between. article. texts, ground. truth. data, and. model outputs. ) /Dest [ 236 0 R /XYZ 72 631 null ] /Next 3182 0 R /Parent 2951 0 R >> endobj 3182 0 obj << /Prev 3183 0 R /Count 0 /Title (PERFORMANCE RESULTS & SCOREBOARD ) /Dest [ 236 0 R /XYZ 72 577 null ] /Next 3184 0 R /Parent 2951 0 R >> endobj 3184 0 obj << /Prev 3185 0 R /Count 0 /Title (This section presents comprehensive. performance. metrics for all 13. evaluated. models across the. five. annotation. elements. Scores. represent averages,. with. each. article. annotated. at least three times per model.. ) /Dest [ 236 0 R /XYZ 72 535 null ] /Next 3186 0 R /Parent 2951 0 R >> endobj 3186 0 obj << /Prev 3187 0 R /Count 0 /Title (Model Performance Summary ) /Dest [ 236 0 R /XYZ 72 470 null ] /Next 3188 0 R /Parent 2951 0 R >> endobj 3188 0 obj << /Prev 3189 0 R /Count 0 /Title (Table. 1. displays accuracy scores for each. model across all annotation elements. Green highlighting \(80%+\). indicates. strong. performance, yellow \(60-80%\) shows. moderate. capability, and. red. \(<60%\) signals. areas. requiring. improvement. ) /Dest [ 236 0 R /XYZ 72 437 null ] /Next 3190 0 R /Parent 2951 0 R >> endobj 3190 0 obj << /First 3191 0 R /Count 210 /Prev 3192 0 R /Last 3193 0 R /Title (Model ) /Next 3194 0 R /Parent 2951 0 R /Dest [ 236 0 R /XYZ 78 372 null ] >> endobj 3194 0 obj << /Prev 3195 0 R /Count 0 /Title (Table 3. Performance scores for 13 LLMs across five sourcing annotation elements. Green cells \(80%+\) indicate strong performance; yellow \(60-80%\) shows some capability but unusable for demanding. applications; red. \(<60%\) signals areas requiring substantial improvement before any applications can be considered. Bold values highlight best-in-class. scores. ) /Dest [ 249 0 R /XYZ 72 615 null ] /Next 3196 0 R /Parent 2951 0 R >> endobj 3196 0 obj << /Prev 3197 0 R /Count 0 /Title (Interpretation of Findings ) /Dest [ 249 0 R /XYZ 72 558 null ] /Next 3198 0 R /Parent 2951 0 R >> endobj 3198 0 obj << /Prev 3199 0 R /Count 0 /Title (Sourced Statement Accuracy: The Critical Baseline ) /Dest [ 249 0 R /XYZ 72 523 null ] /Next 3200 0 R /Parent 2951 0 R >> endobj 3200 0 obj << /Prev 3201 0 R /Count 0 /Title (\000T\000h\000e\000.\000 \000m\000o\000s\000t\000 \000c\000r\000i\000t\000i\000c\000a\000l\000 \000f\000i\000n\000d\000i\000n\000g\000 \000f\000r\000o\000m\000 \000o\000u\000r\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000 \000c\000o\000n\000c\000e\000r\000n\000s\000 \000s\000o\000u\000r\000c\000e\000d\000.\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000 \000i\000d\000e\000n\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n \024\000t\000h\000e\000 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\000t\000w\000o\000 \000w\000h\000e\000r\000e\000.\000 \000m\000o) /Dest [ 267 0 R /XYZ 72 720 null ] /Next 3214 0 R /Parent 2951 0 R >> endobj 3214 0 obj << /Prev 3215 0 R /Count 0 /Title (Comparative Examples. showing. accurate Sourced Statement annotations. and failures ) /Dest [ 267 0 R /XYZ 72 612 null ] /Next 3216 0 R /Parent 2951 0 R >> endobj 3216 0 obj << /Prev 3217 0 R /Count 0 /Title (Example. 1: Article. 11 \(Restoring Voting Rights\) ) /Dest [ 267 0 R /XYZ 72 568 null ] /Next 3218 0 R /Parent 2951 0 R >> endobj 3218 0 obj << /First 3219 0 R /Count 6 /Prev 3220 0 R /Last 3221 0 R /Title (Ground. Truth ) /Next 3222 0 R /Parent 2951 0 R /Dest [ 267 0 R /XYZ 78 546 null ] >> endobj 3222 0 obj << /Prev 3223 0 R /Count 0 /Title (Table 4 ) /Dest [ 267 0 R /XYZ 292 423 null ] /Next 3224 0 R /Parent 2951 0 R >> endobj 3224 0 obj << /Prev 3225 0 R /Count 0 /Title (In .this .case .the .model .data .match .the .ground .truth .exactly..The .statement.uses .the .explicit. attribution. verb. "said". with clear. quote marks, making. it straightforward to identify. Our. overall observation. is. that models. do. not struggle. with. identifying explicit, properly. punctuated attributions. with standard reporting. verbs. Both Gemini. 2.5 Pro and Claude 4 Sonnet were the higher-performing. models. for. this. metric. ) /Dest [ 267 0 R /XYZ 72 393 null ] /Next 3226 0 R /Parent 2951 0 R >> endobj 3226 0 obj << /Prev 3227 0 R /Count 0 /Title (Example. 2: Article. 11 \(Restoring Voting Rights\) ) /Dest [ 267 0 R /XYZ 72 297 null ] /Next 3228 0 R /Parent 2951 0 R >> endobj 3228 0 obj << /First 3229 0 R /Count 6 /Prev 3230 0 R /Last 3231 0 R /Title (Ground. Truth ) /Next 3232 0 R /Parent 2951 0 R /Dest [ 267 0 R /XYZ 78 259 null ] >> endobj 3232 0 obj << /Prev 3233 0 R /Count 0 /Title (Table 5 ) /Dest [ 267 0 R /XYZ 292 135 null ] /Next 3234 0 R /Parent 2951 0 R >> endobj 3234 0 obj << /Prev 3235 0 R /Count 0 /Title (\000T\000h\000i\000s\000 \000i\000s\000 \000s\000i\000m\000i\000l\000a\000r\000 \000t\000o\000.\000 \000e\000x\000a\000m\000p\000l\000e\000.\000 \0001\000.\000 \000B\000o\000t\000h\000.\000 \000m\000o\000d\000e\000l\000s\000 \000c\000o\000r\000r\000e\000c\000t\000l\000y\000 \000i\000d\000e\000n\000t\000i\000f\000i\000e\000d\000.\000 \000t\000h\000i\000s\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000 \000u\000s\000i\000n\000g\000 \000t\000h\000e\000.\000 \000"\000a\000c\000c\000o\000r\000d\000i\000n\000g\000 \000t\000o\000"\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000p\000h\000r\000a\000s\000e\000.\000.\000.\000T\000h\000e\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000s\000i\000g\000n\000a\000l\000.\000\(\000"\000a\000c\000c\000o\000r\000d\000i\000n\000g\000 \000.\000t\000o\000"\000\)\000 \000.\000f\000o\000l\000l\000o\000w\000e\000d\000 \000.\000b\000y\000 \000.\000t\000h\000e\000 \000.\000s\000o\000u\000r\000c\000e\000 \000.\000n\000a\000m\000e\000 \000.\000i\000s\000 \000.\000a\000 \000c\000o\000m\000m\000o\000n\000.\000 \000p\000a\000t\000t\000e\000r\000n\000.\000 \000i\000n\000.\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000t\000i\000c\000.\000 \000w\000r\000i\000t\000i\000n\000g\000.\000 \000w\000h\000e\000r\000e\000.\000 \000s\000t\000a\000t\000i\000s\000t\000i\000c\000a\000l\000 \000d\000a\000t\000a\000 \000.\000o\000r\000 \000.\000f\000a\000c\000t\000u\000a\000l\000.\000c\000l\000a\000i\000m\000s\000 \000.\000a\000r\000e\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000e\000d\000 \000.\000t\000o\000 \000s\000o\000u\000r\000c\000e\000s\000.\000 \023\000 \000p\000e\000o\000p\000l\000e\000.\000 \000o\000r\000.\000 \000o\000r\000g\000a\000n\000i\000z\000a\000t\000i\000o\000n\000s\000.\000 \000T\000h\000i\000s\000.\000 \000m\000a\000k\000e\000s\000.\000 \000i\000t\000 \000s\000t\000r\000a\000i\000g\000h\000t\000f\000o\000r\000w\000a\000r\000d\000.\000 \000f\000o\000r\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000t\000o\000.\000 \000i\000d\000e\000n\000t\000i\000f\000y\000.\000 \000a\000s\000.\000 \000a\000.\000 \000s\000o\000u\000r\000c\000e\000d\000.\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000.\000 ) /Dest [ 285 0 R /XYZ 72 720 null ] /Next 3236 0 R /Parent 2951 0 R >> endobj 3236 0 obj << /Prev 3237 0 R /Count 0 /Title (Inaccurate. Examples ) /Dest [ 285 0 R /XYZ 72 612 null ] /Next 3238 0 R /Parent 2951 0 R >> endobj 3238 0 obj << /Prev 3239 0 R /Count 0 /Title (The following examples demonstrate cases where the models completely failed. to identify sourced. statements. that trained human annotators. recognized. These. failures. therefore. also cascade. into missing. all downstream annotations \(source type, name, title, justification\) for. these. statements. ) /Dest [ 285 0 R /XYZ 72 585 null ] /Next 3240 0 R /Parent 2951 0 R >> endobj 3240 0 obj << /Prev 3241 0 R /Count 0 /Title (Example. 3: Article. 11 \(Restoring Voting Rights\) ) /Dest [ 285 0 R /XYZ 72 527 null ] /Next 3242 0 R /Parent 2951 0 R >> endobj 3242 0 obj << /First 3243 0 R /Count 6 /Prev 3244 0 R /Last 3245 0 R /Title (Ground. Truth ) /Next 3246 0 R /Parent 2951 0 R /Dest [ 285 0 R /XYZ 78 505 null ] >> endobj 3246 0 obj << /Prev 3247 0 R /Count 0 /Title (Table 6 ) /Dest [ 285 0 R /XYZ 292 408 null ] /Next 3248 0 R /Parent 2951 0 R >> endobj 3248 0 obj << /Prev 3249 0 R /Count 0 /Title (\000A\000l\000l\000 \000t\000h\000r\000e\000e\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000c\000o\000m\000p\000l\000e\000t\000e\000l\000y\000.\000 \000m\000i\000s\000s\000e\000d\000.\000 \000t\000h\000i\000s\000.\000 \000s\000o\000u\000r\000c\000e\000d\000.\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000.\000 \000T\000h\000e\000.\000 \000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000.\000 \000u\000s\000e\000s\000.\000 \000"\000S\000e\000v\000e\000r\000a\000l\000 \000o\000f\000 \000t\000h\000e\000m\000 \000s\000a\000i\000d\000" \024\000t\000h\000i\000s\000 \000.\000i\000s\000 \000.\000a\000n\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000t\000o\000 \000.\000a\000n\000 \000. \034\000u\000n\000n\000a\000m\000e\000d\000 \000.\000g\000r\000o\000u\000p\000 \000.\000o\000f\000 \000.\000p\000e\000o\000p\000l\000e \035\000.\000w\000i\000t\000h\000o\000u\000t\000.\000e\000x\000p\000l\000i\000c\000i\000t\000.\000q\000u\000o\000t\000e\000 \000.\000m\000a\000r\000k\000s\000.\000.\000T\000h\000i\000s\000 \000t\000y\000p\000e\000 \000.\000o\000f\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000i\000s\000 \000.\000c\000o\000m\000m\000o\000n\000 \000.\000i\000n\000 \000.\000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000-\000-\000a\000t\000t\000r\000i\000b\000u\000t\000i\000n\000g\000.\000 \000t\000o\000 \000g\000r\000o\000u\000p\000s\000.\000 \000o\000f\000.\000 \000p\000e\000o\000p\000l\000e\000.\000 \000a\000s\000.\000 \000o\000n\000e\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000c\000o\000l\000l\000e\000c\000t\000i\000v\000e\000l\000y\000,\000 \000a\000n\000d\000 \000w\000e\000.\000 \000c\000r\000e\000a\000t\000e\000d\000 \000a\000.\000 \000t\000y\000p\000e\000.\000 \000o\000f\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000i\000n\000.\000 \000o\000u\000r\000.\000 \000v\000o\000c\000a\000b\000u\000l\000a\000r\000y\000.\000 \000c\000a\000l\000l\000e\000d\000 \034\000U\000n\000n\000a\000m\000e\000d\000 \000G\000r\000o\000u\000p\000.\000 \000o\000f\000.\000 \000P\000e\000o\000p\000l\000e \035\000 \000f\000o\000r\000 \000t\000h\000i\000s\000.\000 \000T\000h\000i\000s\000 \000i\000s\000 \000a\000n\000 \000a\000r\000e\000a\000.\000 \000w\000h\000e\000r\000e\000 \000t\000h\000e\000 \000m\000o\000d\000e\000l\000s\000 \000n\000e\000e\000d\000 \000t\000o\000 \000i\000m\000p\000r\000o\000v\000e\000.\000 ) /Dest [ 285 0 R /XYZ 72 378 null ] /Next 3250 0 R /Parent 2951 0 R >> endobj 3250 0 obj << /Prev 3251 0 R /Count 0 /Title (Example. 4: Article. 11 \(Restoring Voting Rights\) ) /Dest [ 285 0 R /XYZ 72 282 null ] /Next 3252 0 R /Parent 2951 0 R >> endobj 3252 0 obj << /First 3253 0 R /Count 6 /Prev 3254 0 R /Last 3255 0 R /Title (Ground. Truth ) /Next 3256 0 R /Parent 2951 0 R /Dest [ 285 0 R /XYZ 78 244 null ] >> endobj 3256 0 obj << /Prev 3257 0 R /Count 0 /Title (Table 7 ) /Dest [ 285 0 R /XYZ 292 133 null ] /Next 3258 0 R /Parent 2951 0 R >> endobj 3258 0 obj << /Prev 3259 0 R /Count 0 /Title (\000T\000h\000i\000s\000 \000i\000s\000 \000a\000n\000o\000t\000h\000e\000r\000 \000f\000a\000i\000l\000u\000r\000e\000.\000 \000p\000a\000t\000t\000e\000r\000n\000.\000 \000T\000w\000o\000.\000 \000m\000o\000d\000e\000l\000s\000 \000\(\000C\000l\000a\000u\000d\000e\000.\000 \0003\000.\0005\000.\000 \000S\000o\000n\000n\000e\000t\000 \000a\000n\000d\000.\000 \000L\000l\000a\000m\000a\000 \0003\000.\0001\000-\0004\0000\0005\000B\000\)\000 \000c\000o\000m\000p\000l\000e\000t\000e\000l\000y\000.\000 \000m\000i\000s\000s\000e\000d\000 \000t\000h\000i\000s\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000.\000 \000G\000P\000T\000 \0004\000.\0001\000 \000f\000o\000u\000n\000d\000 \000a\000 \000d\000i\000f\000f\000e\000r\000e\000n\000t\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000 \000a\000b\000o\000u\000t\000 \000W\000i\000l\000c\000o\000t\000 \000b\000u\000t\000 \000n\000o\000t\000 \000t\000h\000i\000s\000 \000s\000p\000e\000c\000i\000f\000i\000c\000 \000o\000n\000e\000.\000 \000T\000h\000e\000.\000 \000G\000r\000o\000u\000n\000d\000.\000 \000T\000r\000u\000t\000h\000.\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000 \000u\000s\000e\000s\000 \000t\000h\000e\000.\000 \000r\000e\000p\000o\000r\000t\000i\000n\000g\000 \000v\000e\000r\000b\000 \000"\000s\000t\000r\000e\000s\000s\000e\000d\000"\000 \000c\000o\000m\000b\000i\000n\000e\000d\000.\000 \000w\000i\000t\000h\000.\000 \000i\000n\000d\000i\000r\000e\000c\000t\000 \000s\000p\000e\000e\000c\000h\000.\000 \000\(\000n\000o\000.\000 \000q\000u\000o\000t\000e\000s\000\) \024\000a\000.\000 \000p\000a\000t\000t\000e\000r\000n\000.\000 \000t\000h\000a\000t\000 \000a\000p\000p\000e\000a\000r\000s\000.\000 \000t\000o\000 \000c\000o\000n\000f\000u\000s\000e\000 \000t\000h\000e\000 \000m\000o\000d\000e\000l\000s\000.\000 \000T\000h\000i\000s\000.\000 \000i\000s\000.\000 \000a\000n\000.\000 \000i\000n\000d\000i\000c\000a\000t\000i\000o\000n\000.\000 \000t\000h\000a\000t\000 \000m\000o\000d\000e\000l\000s\000.\000 \000s\000t\000r\000u\000g\000g\000l\000e\000 \000w\000i\000t\000h\000.\000 \000v\000a\000r\000i\000a\000t\000i\000o\000n\000s\000 \000i\000n\000 \000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000v\000e\000r\000b\000s\000 \000b\000e\000y\000o\000n\000d\000.\000 \000t\000h\000e\000.\000 \000m\000o\000s\000t\000 \000c\000o\000m\000m\000o\000n\000 \000o\000n\000e\000s\000 \000\(\000"\000s\000a\000i\000d\000,\000"\000 \000"\000a\000c\000c\000o\000r\000d\000i\000n\000g\000 \000t\000o\000"\000\)\000.\000 ) /Dest [ 304 0 R /XYZ 72 720 null ] /Next 3260 0 R /Parent 2951 0 R >> endobj 3260 0 obj << /Prev 3261 0 R /Count 0 /Title (Summary: Sourced Statement Accuracy Findings. ) /Dest [ 304 0 R /XYZ 72 612 null ] /Next 3262 0 R /Parent 2951 0 R >> endobj 3262 0 obj << /Prev 3263 0 R /Count 0 /Title (We expected find high accuracy for explicit, properly punctuated attributions. When statements use standard. reporting. verbs. \("said," "according. to"\), and. quotation. marks. We. see. challenges. for. other. situations. that need. a. larger. dataset and. further. exploration.. For e.g.. models miss sourced statements. without quotation. marks, using. indirect speech, or. attributing. to. unnamed. groups. \("Several of. them said"\). ) /Dest [ 304 0 R /XYZ 72 585 null ] /Next 3264 0 R /Parent 2951 0 R >> endobj 3264 0 obj << /Prev 3265 0 R /Count 0 /Title (When a sourced statement is missed, it means zero downstream. annotations \(no source type, name, title,. or justification\) for that. attribution.. Relatively high-performing. models. like. Gemini 2.5. Pro. \(83.66% sourced statement accuracy\). and Claude 3.7 Sonnet \(80.01%\) are. still missing some. sourced. statements. \(roughly. 17% and. 20% statements. respectively\). If those. sources. represent communities. with. less formal but significant lived. experiences of exclusion or struggle. or success, the. mode) /Dest [ 304 0 R /XYZ 72 486 null ] /Next 3266 0 R /Parent 2951 0 R >> endobj 3266 0 obj << /Prev 3267 0 R /Count 0 /Title (Source Justification Annotation Accuracy: The Significant Challenge ) /Dest [ 304 0 R /XYZ 72 373 null ] /Next 3268 0 R /Parent 2951 0 R >> endobj 3268 0 obj << /Prev 3269 0 R /Count 0 /Title (\000E\000v\000e\000r\000y\000.\000 \000m\000o\000d\000e\000l\000 \000s\000t\000r\000u\000g\000g\000l\000e\000d\000.\000 \000s\000i\000g\000n\000i\000f\000i\000c\000a\000n\000t\000l\000y\000.\000 \000w\000i\000t\000h\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000.\000 \000a\000n\000n\000o\000t\000a\000t\000i\000o\000n\000.\000 \000T\000h\000e\000.\000 \000h\000i\000g\000h\000e\000s\000t\000-\000p\000e\000r\000f\000o\000r\000m\000i\000n\000g\000.\000 \000m\000o\000d\000e\000l\000,\000 \000C\000l\000a\000u\000d\000e\000 \0004\000 \000S\000o\000n\000n\000e\000t\000,\000 \000a\000c\000h\000i\000e\000v\000e\000d\000 \000o\000n\000l\000y\000 \0005\0006\000.\0001\0007\000%\000 \000a\000c\000c\000u\000r\000a\000c\000y \024\000b\000a\000r\000e\000l\000y\000.\000 \000b\000e\000t\000t\000e\000r\000.\000 \000t\000h\000a\000n\000.\000 \000c\000h\000a\000n\000c\000e\000.\000 \000f\000o\000r\000.\000 \000t\000h\000i\000s\000.\000 \000t\000a\000s\000k\000.\000 \000M\000o\000s\000t\000 \000m\000o\000d\000e\000l\000s\000 \000s\000c\000o\000r\000e\000d\000.\000 \000i\000n\000 \000t\000h\000e\000 \0004\0000 \023\0005\0000\000%\000 \000r\000a\000n\000g\000e\000,\000 \000w\000i\000t\000h\000.\000 \000L\000l\000a\000m\000a\000 \0004\000.\000 \000M\000a\000v\000e\000r\000i\000c\000k\000 \000n\000o\000t\000a\000b\000l\000y\000 \000.\000l\000o\000w\000e\000r\000 \000.\000a\000t\000.\0002\0007\000.\0008\0006\000%\000.\000 ) /Dest [ 304 0 R /XYZ 72 346 null ] /Next 3270 0 R /Parent 2951 0 R >> endobj 3270 0 obj << /First 3271 0 R /Count 2 /Prev 3272 0 R /Last 3273 0 R /Title (\000S\000o\000u\000r\000c\000e\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000.\000 \000r\000e\000p\000r\000e\000s\000e\000n\000t\000s\000.\000 \000r\000e\000p\000o\000r\000t\000e\000r\000s \031\000 \000e\000x\000p\000l\000a\000n\000a\000t\000i\000o\000n\000s\000.\000 \000o\000f\000.\000 \000w\000h\000y\000.\000 \000s\000o\000u\000r\000c\000e\000s\000.\000 \000a\000r\000e\000.\000 \000i\000n\000c\000l\000u\000d\000e\000d \024\000t\000h\000e\000i\000r\000 \000l\000i\000v\000e\000d\000 \000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000s\000,\000 \000s\000t\000a\000k\000e\000h\000o\000l\000d\000e\000r\000.\000 \000s\000t\000a\000t\000u\000s\000,\000 \000w\000i\000t\000n\000e\000s\000s\000e\000d\000.\000 \000e\000v\000e\000n\000t\000s\000,\000 \000o\000r\000.\000 \000c\000o\000m\000m\000u\000n\000i\000t\000y\000.\000 \000s\000t\000a\000n\000d\000i\000n\000g\000.\000 \000T\000h\000i\000s\000.\000 \000u\000n\000s\000t\000r\000u\000c\000t\000u\000r\000e\000d\000.\000 \000t\000e\000x\000t\000 \000m\000a\000y\000 \000a\000p\000p\000e\000a\000r\000 \000a\000n\000y\000w\000h\000e\000r\000e\000 \000i\000n\000 \000a\000n\000 \000a\000r\000t\000i\000c\000l\000e\000 \000a\000n\000d\000 \000r\000e\000q\000u\000i\000r\000e\000s\000 \000u\000n\000d\000e\000r\000s\000t\000a\000n\000d\000i\000n\000g\000 \000i\000m\000p\000l\000i\000c\000i\000t\000 \000c\000o\000n\000n\000e\000c\000t\000i\000o\000n\000s\000.\000 \000b\000e\000t\000w\000e\000e\000n\000.\000 \000s\000o\000u\000r\000c\000e\000s\000.\000 \000a\000n\000d\000 \000s\000t\000o\000r\000y\000.\000 \000i\000s\000s\000u\000e\000s\000.\000 \000M\000o\000r\000e\000 \000r\000e\000c\000e\000n\000t\000l\000y\000,\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000t\000s\000 \000p\000r\000a\000c\000t\000i\000c\000i\000n\000g\000.\000 \000s\000o\000l\000i\000d\000a\000r\000i\000t\000y\000.\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000 \000o\000r\000.\000 \000m\000u\000l\000t\000i\000c\000u\000l\000t\000u\000r\000a\000l\000 \000a\000p\000p\000r\000o\000a\000c\000h\000e\000s\000.\000 \000m\000a\000y\000 \000i\000n\000c\000l\000u\000d\000e\000 \000a\000d\000d\000i\000t\000i\000o\000n\000a\000l\000 \000c\000o\000n\000t\000e\000x\000t\000u\000a\000l\000 \000.\000i\000n\000f\000o\000r\000m\000a\000t\000i\000o\000n\000.\000a\000b\000o\000u\000t\000 \000.\000n\000o\000n\000-\000e\000x\000p\000e\000r\000t\000 \000o\000r\000.\000n\000o\000n\000-\000o\000f\000f\000i\000c\000i\000a\000l\000 \000s\000o\000u\000r\000c\000e\000s\000,\000 \000e\000x\000p) /Next 3274 0 R /Parent 2951 0 R /Dest [ 304 0 R /XYZ 72 286 null ] >> endobj 3274 0 obj << /First 3275 0 R /Count 4 /Prev 3276 0 R /Last 3277 0 R /Title (\000S\000o\000l\000i\000d\000a\000r\000i\000t\000y\000.\000 \000J\000o\000u\000r\000n\000a\000l\000i\000s\000m\000,\000.\000a\000 \000.\000f\000r\000a\000m\000e\000w\000o\000r\000k\000 \000.\000t\000o\000 \000.\000h\000e\000l\000p\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000t\000s\000 \000s\000t\000a\000n\000d\000 \000f\000o\000r\000 \000b\000a\000s\000i\000c\000 \000h\000u\000m\000a\000n\000 \000d\000i\000g\000n\000i\000t\000y\000 \000a\000n\000d\000 \000a\000g\000a\000i\000n\000s\000t\000 \000s\000u\000f\000f\000e\000r\000i\000n\000g\000,\000.\000 \000a\000n\000d\000 \000i\000m\000p\000r\000o\000v\000e\000 \000c\000o\000v\000e\000r\000a\000g\000e\000 \000o\000f\000.\000 \000m\000a\000r\000g\000i\000n\000a\000l\000i\000z\000e\000d\000 \000c\000o\000m\000m\000u\000n\000i\000t\000i\000e\000s\000 \000i\000s\000 \000d\000e\000v\000e\000l\000o\000p\000e\000d\000.\000 \000i\000n\000:\000 \000V\000a\000r\000m\000a\000,\000 \000A\000.\000 \000\(\0002\0000\0002\0005\000\)\000.\000 \000A\000.\000 \000S\000o\000l\000i\000d\000a\000r\000i\000t\000y\000 \000F\000r\000a\000m\000e\000w\000o\000r\000k\000 \000f\000o\000r\000 \000R\000e\000p\000r\000e\000s\000e\000n\000t\000i\000n\000g\000 \000S\000u\000f\000f\000e\000r\000i\000n\000g\000:\000 \000R\000e\000s\000i\000s\000t\000i\000n\000g\000 \000a\000 \000D\000e\000s\000e\000n\000s\000i\000t\000i\000z\000i\000n\000g\000 \000S\000t\000a\000t\000u\000s\000 \000Q\000u\000o\000.\000 \000o\000f\000 \000N\000o\000r\000m\000a\000l\000i\000z\000i\000n\000g\000 \000S\000o\000c\000i\000a\000l\000 \000I\000n\000j\000u\000s\000t\000i\000c\000e\000.\000 \000J\000o\000u\000r\000n\000a\000l\000 \000o\000f\000.\000 \000C\000o\000m\000m\000u\000n\000i\000c\000a\000t\000i\000o\000n\000 \000I\000n\000q\000u\000i\000r\000y\000,\000 \0004\0009\000\(\0004\000\)\000,\000 \0004\0000\0003 \023\0004\0002\0000\000.\000 \000.\000 \000T\000h\000e\000 ) /Next 3278 0 R /Parent 2951 0 R /Dest [ 304 0 R /XYZ 72 136 null ] >> endobj 3278 0 obj << /First 3279 0 R /Count 2 /Prev 3280 0 R /Last 3281 0 R /Title (Standard deviation. for. source. justification. scores. \(0.21 to 0.32\). exceeded that of. sourced statements. \(0.09 to 0.17\), indicating. higher. swings. in. detection. capability for this attribute.. Some stories with explicit source. characterization. may. be. easier. to. annotate, while. others. with. implicit or. scattered. justifications prove more challenging.. This variability has important. implications:. applications requiring. source. justification. analysis cannot yet rely. on. off-the-shelf mode) /Next 3282 0 R /Parent 2951 0 R /Dest [ 320 0 R /XYZ 72 720 null ] >> endobj 3282 0 obj << /Prev 3283 0 R /Count 0 /Title (Comparative Examples: Accurate Source Justification Annotations. ) /Dest [ 320 0 R /XYZ 72 612 null ] /Next 3284 0 R /Parent 2951 0 R >> endobj 3284 0 obj << /Prev 3285 0 R /Count 0 /Title (We cite three examples where the models do a better of annotating source justification text. ) /Dest [ 320 0 R /XYZ 72 585 null ] /Next 3286 0 R /Parent 2951 0 R >> endobj 3286 0 obj << /First 3287 0 R /Count 2 /Prev 3288 0 R /Last 3289 0 R /Title (Example. 1: Article. 11 \(Restoring Voting Rights\) ) /Next 3290 0 R /Parent 2951 0 R /Dest [ 320 0 R /XYZ 72 553 null ] >> endobj 3290 0 obj << /Prev 3291 0 R /Count 0 /Title (More than 4.6 million people are disenfranchised in the United States because of felony convictions, according to the Sentencing Project, which studies the issue and advocates for restoration of voting rights for former felons. ) /Dest [ 320 0 R /XYZ 72 512 null ] /Next 3292 0 R /Parent 2951 0 R >> endobj 3292 0 obj << /First 3293 0 R /Count 6 /Prev 3294 0 R /Last 3295 0 R /Title (Ground. Truth ) /Next 3296 0 R /Parent 2951 0 R /Dest [ 320 0 R /XYZ 78 465 null ] >> endobj 3296 0 obj << /Prev 3297 0 R /Count 0 /Title (Table 8 ) /Dest [ 320 0 R /XYZ 292 394 null ] /Next 3298 0 R /Parent 2951 0 R >> endobj 3298 0 obj << /Prev 3299 0 R /Count 0 /Title (This annotation match. represents ideal performance. The. high-performing. models. \(Gemini 2.5. Pro. and Claude 4 Sonnet\). captured the source justification. exactly. as. it appears. in. the ground truth. The justification .explains .the .Sentencing .Project's .organizational mission. and. expertise, showing. the. reader. why. the. reporter. chose. to. source. a. disenfranchisement statistic. from their. work. ) /Dest [ 320 0 R /XYZ 72 364 null ] /Next 3300 0 R /Parent 2951 0 R >> endobj 3300 0 obj << /Prev 3301 0 R /Count 0 /Title (\000I\000t\000.\000i\000s\000 \000.\000p\000o\000s\000s\000i\000b\000l\000e\000 \000.\000t\000h\000a\000t\000.\000t\000h\000i\000s\000 \000.\000t\000y\000p\000e\000 \000.\000o\000f\000.\000m\000i\000s\000s\000i\000o\000n\000 \000.\000s\000t\000a\000t\000e\000m\000e\000n\000t\000.\000e\000m\000b\000e\000d\000d\000e\000d\000 \000.\000i\000n\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000t\000o\000 \000.\000o\000r\000g\000a\000n\000i\000z\000a\000t\000i\000o\000n\000s\000 \000.\000a\000s\000 \000s\000o\000u\000r\000c\000e\000s\000.\000 \000i\000s\000.\000 \000e\000a\000s\000i\000e\000r\000.\000 \000f\000o\000r\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000t\000o\000.\000 \000i\000d\000e\000n\000t\000i\000f\000y\000,\000 \000t\000h\000a\000n\000.\000 \000c\000o\000n\000t\000e\000x\000t\000u\000a\000l\000 \000o\000r\000.\000 \000l\000i\000v\000e\000d\000.\000 \000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000s\000.\000 \000f\000o\000r\000.\000 \000u\000n\000n\000a\000m\000e\000d\000.\000 \000g\000r\000o\000u\000p\000s\000.\000 \000o\000f\000.\000 \000p\000e\000o\000p\000l\000e\000.\000 \023\000 \000t\000h\000i\000s\000 \000.\000w\000a\000r\000r\000a\000n\000t\000s\000 \000.\000f\000u\000r\000t\000h\000e\000r\000 \000.\000s\000t\000u\000d\000y\000.\000.\000 ) /Dest [ 320 0 R /XYZ 72 283 null ] /Next 3302 0 R /Parent 2951 0 R >> endobj 3302 0 obj << /Prev 3303 0 R /Count 0 /Title (Example. 2: Article. 31 \(Vermont Hair Discrimination. Bill\) ) /Dest [ 320 0 R /XYZ 72 219 null ] /Next 3304 0 R /Parent 2951 0 R >> endobj 3304 0 obj << /Prev 3305 0 R /Count 0 /Title (\000m\000u\000l\000t\000i\000c\000u\000l\000t\000u\000r\000a\000l\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000.\000 \000f\000r\000a\000m\000e\000w\000o\000r\000k\000 \000f\000o\000r\000 \000c\000e\000n\000t\000e\000r\000i\000n\000g\000 \000s\000o\000u\000r\000c\000e\000s \031\000 \000l\000i\000v\000e\000d\000 \000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000s\000 \000a\000n\000d\000 \000c\000o\000m\000m\000u\000n\000i\000t\000y\000 \000s\000t\000a\000n\000d\000i\000n\000g\000 \000i\000s\000 \000d\000e\000v\000e\000l\000o\000p\000e\000d\000.\000 \000i\000n\000:\000 \000T\000h\000o\000m\000p\000s\000o\000n\000,\000 \000M\000.\000 \000E\000.\000 \000\(\0002\0000\0002\0004\000\)\000.\000 \000M\000u\000l\000t\000i\000c\000u\000l\000t\000u\000r\000a\000l\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000:\000 \000C\000r\000i\000t\000i\000c\000a\000l\000 \000r\000e\000f\000l\000e\000x\000i\000v\000i\000t\000y\000 \000i\000n\000.\000 \000n\000e\000w\000s\000 \000p\000r\000a\000c\000t\000i\000c\000e\000 \000\(\000p\000.\000 \0002\0000\0006\000\)\000.\000 \000R\000o\000u\000t\000l\000e\000d\000g\000e\000.\000 ) /Dest [ 320 0 R /XYZ 72 173 null ] /Next 3306 0 R /Parent 2951 0 R >> endobj 3306 0 obj << /First 3307 0 R /Count 4 /Prev 3308 0 R /Last 3309 0 R /Title (On the potential of fine-tuning to improve LLM performance on annotation tasks, see:. Alizadeh, M., Kubli, M., Samei, Z., Dehghani, S., Zahedivafa, M., Bermeo, J. D., Korobeynikova, M., &. Gilardi, F. \(2024\). Open-source. LLMs for text annotation: a practical.guide .for .model.setting .and .fine-tuning. Journal of. Computational Social Science, 8\(1\). . ) /Next 3310 0 R /Parent 2951 0 R /Dest [ 320 0 R /XYZ 72 136 null ] >> endobj 3310 0 obj << /Prev 3311 0 R /Count 0 /Title (Source: ) /Dest [ 345 0 R /XYZ 72 721 null ] /Next 3312 0 R /Parent 2951 0 R >> endobj 3312 0 obj << /Prev 3313 0 R /Count 0 /Title (Aaliyah. Wilburn, leader with. the Vermont Student Anti-Racism Network ) /Dest [ 345 0 R /XYZ 72 702 null ] /Next 3314 0 R /Parent 2951 0 R >> endobj 3314 0 obj << /Prev 3315 0 R /Count 0 /Title (Sourced. Statement: ) /Dest [ 345 0 R /XYZ 72 675 null ] /Next 3316 0 R /Parent 2951 0 R >> endobj 3316 0 obj << /Prev 3317 0 R /Count 0 /Title ("A senior. at. North Country Union High School. in Newport, Wilburn, 17, recalls. being in line for. the bathroom when the girl. in front. turned around and reached for her hair. Despite telling her not. to touch it, Wilburn said the girl. 'grabbed'.her .hair." ) /Dest [ 345 0 R /XYZ 72 656 null ] /Next 3318 0 R /Parent 2951 0 R >> endobj 3318 0 obj << /First 3319 0 R /Count 6 /Prev 3320 0 R /Last 3321 0 R /Title (Ground. Truth ) /Next 3322 0 R /Parent 2951 0 R /Dest [ 345 0 R /XYZ 78 589 null ] >> endobj 3322 0 obj << /Prev 3323 0 R /Count 0 /Title (Table 9 ) /Dest [ 345 0 R /XYZ 292 452 null ] /Next 3324 0 R /Parent 2951 0 R >> endobj 3324 0 obj << /Prev 3325 0 R /Count 0 /Title (This is a statement attribute. to. a student \(Black American\) who. has the. lived. experience. of hair discrimination. The. ground. truth. source. justification. establishes. this. as. key. reason. for. her. inclusion. Both high-performing. models. are. able. to. pull this. from the .text...The .difference .is .that. sometimes. models. will add. a. part of the. sourced. statement as. well, likely. because. the. source. may. cite. an. experience. there, and the. model may. be. unable. to separate. justificat) /Dest [ 345 0 R /XYZ 72 425 null ] /Next 3326 0 R /Parent 2951 0 R >> endobj 3326 0 obj << /First 3327 0 R /Count 2 /Prev 3328 0 R /Last 3329 0 R /Title (Example. 3: Article. 25 \(Ballot Access for Transgender Voters\) ) /Next 3330 0 R /Parent 2951 0 R /Dest [ 345 0 R /XYZ 72 313 null ] >> endobj 3330 0 obj << /Prev 3331 0 R /Count 0 /Title ("I can imagine that. a lot. of trans. folks. in Florida who might. not. have access. ... to an accurate and affirming ID might not want to engage in that process at all, especially in such a heightened political environment," Diaz said. ) /Dest [ 345 0 R /XYZ 72 271 null ] /Next 3332 0 R /Parent 2951 0 R >> endobj 3332 0 obj << /First 3333 0 R /Count 6 /Prev 3334 0 R /Last 3335 0 R /Title (Ground. Truth ) /Next 3336 0 R /Parent 2951 0 R /Dest [ 345 0 R /XYZ 78 225 null ] >> endobj 3336 0 obj << /Prev 3337 0 R /Count 0 /Title (Table 10 ) /Dest [ 362 0 R /XYZ 290 721 null ] /Next 3338 0 R /Parent 2951 0 R >> endobj 3338 0 obj << /Prev 3339 0 R /Count 0 /Title (Claude 4. Sonnet captured. some source justification text that is present in the GT. It also. added. extra context from elsewhere. in. the. story. ) /Dest [ 362 0 R /XYZ 72 695 null ] /Next 3340 0 R /Parent 2951 0 R >> endobj 3340 0 obj << /Prev 3341 0 R /Count 0 /Title (Inaccurate Source Justification Examples ) /Dest [ 362 0 R /XYZ 72 640 null ] /Next 3342 0 R /Parent 2951 0 R >> endobj 3342 0 obj << /Prev 3343 0 R /Count 0 /Title (\000T\000h\000e\000.\000 \000f\000o\000l\000l\000o\000w\000i\000n\000g\000 \000e\000x\000a\000m\000p\000l\000e\000s\000 \000d\000e\000m\000o\000n\000s\000t\000r\000a\000t\000e\000.\000 \000c\000o\000m\000m\000o\000n\000 \000f\000a\000i\000l\000u\000r\000e\000.\000 \000p\000a\000t\000t\000e\000r\000n\000s\000:\000 \000T\000h\000e\000.\000 \000m\000o\000d\000e\000l\000s\000 \000m\000a\000y\000 \000c\000o\000m\000p\000l\000e\000t\000e\000l\000y\000 \000m\000i\000s\000s\000 \000t\000h\000e\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000 \000.\000\(\000r\000e\000t\000u\000r\000n\000 \000. \034\000n\000u\000l\000l \035\000\)\000,\000.\000.\000o\000r\000 \000.\000m\000i\000s\000t\000a\000k\000e\000n\000l\000y\000 \000.\000c\000a\000p\000t\000u\000r\000e\000 \000.\000t\000e\000x\000t\000.\000f\000r\000o\000m\000 \000.\000e\000l\000s\000e\000w\000h\000e\000r\000e\000 \000.\000i\000n\000 \000.\000t\000h\000e\000 \000.\000s\000t\000o\000r\000y\000.\000 ) /Dest [ 362 0 R /XYZ 72 612 null ] /Next 3344 0 R /Parent 2951 0 R >> endobj 3344 0 obj << /First 3345 0 R /Count 2 /Prev 3346 0 R /Last 3347 0 R /Title (Example. 4: Article. 11 \(Restoring Voting Rights\) ) /Next 3348 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 72 563 null ] >> endobj 3348 0 obj << /Prev 3349 0 R /Count 0 /Title (Voting, King said. in. an. interview, gives a. little bit of your strength back and. a. little bit of your voice back. Being able to. vote, being able to. have a. say in. what happens in. your society, in. your state, is extremely important. ) /Dest [ 362 0 R /XYZ 72 522 null ] /Next 3350 0 R /Parent 2951 0 R >> endobj 3350 0 obj << /First 3351 0 R /Count 6 /Prev 3352 0 R /Last 3353 0 R /Title (Ground. Truth ) /Next 3354 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 78 475 null ] >> endobj 3354 0 obj << /Prev 3355 0 R /Count 0 /Title (Table 11 ) /Dest [ 362 0 R /XYZ 290 325 null ] /Next 3356 0 R /Parent 2951 0 R >> endobj 3356 0 obj << /Prev 3357 0 R /Count 0 /Title (\000A\000l\000l\000 \000t\000h\000r\000e\000e\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000f\000a\000i\000l\000 \000t\000o\000.\000 \000f\000i\000n\000d\000.\000 \000t\000h\000e\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000.\000 \000h\000e\000r\000e\000.\000 \000G\000P\000T\000.\000 \0004\000.\0001\000.\000 \000a\000n\000d\000.\000 \000C\000l\000a\000u\000d\000e\000.\000 \0003\000.\0007\000.\000 \000S\000o\000n\000n\000e\000t\000 \000c\000a\000p\000t\000u\000r\000e\000d\000.\000 \000d\000i\000f\000f\000e\000r\000e\000n\000t\000 \000t\000e\000x\000t\000 \000e\000n\000t\000i\000r\000e\000l\000y\000.\000 \000\(\000t\000i\000t\000l\000e\000/\000c\000h\000a\000r\000a\000c\000t\000e\000r\000i\000z\000a\000t\000i\000o\000n\000.\000 \000r\000a\000t\000h\000e\000r\000.\000 \000t\000h\000a\000n\000.\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000\)\000,\000 \000w\000h\000i\000l\000e\000.\000 \000L\000l\000a\000m\000a\000 \000r\000e\000t\000u\000r\000n\000e\000d\000.\000 \000n\000u\000l\000l\000.\000 \000I\000n\000.\000 \000t\000h\000e\000 \000.\000g\000r\000o\000u\000n\000d\000 \000.\000t\000r\000u\000t\000h\000 \000.\000f\000o\000r\000 \000.\000t\000h\000i\000s\000,\000.\000t\000h\000e\000 \000.\000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000 \000.\000p\000u\000l\000l\000e\000d\000.\000 \000f\000r\000o\000m\000 \000t\000h\000e\000.\000 \000r\000e\000p\000o\000r\000t\000e\000r \031\000s\000.\000 \000s\000t\000o\000r\000y\000.\000 \000p\000r\000o\000v\000i\000d\000e\000s\000.\000 \000c\000r\000i\000t\000i\000c\000a\000l\000 \000c\000o\000n\000t\000e\000x\000t\000 \000a\000b\000o\000u\000t\000 \000t\000h\000e\000 \000s\000o\000u\000r\000c\000e \031\000s\000.\000 \000u\000p\000c\000o\000m\000i\000n\000g\000.\000 \000v\000o\000t\000i\000n\000g\000.\000 \000o\000p\000p\000o\000r\000t\000u\000n\000i\000t\000y\000.\000 \000a\000n\000d\000 \000t\000h\000e\000 \000l\000e\000g\000i\000s\000l\000a\000t\000i\000v\000e\000 \000p\000r\000o\000p\000o\000s\000a\000l\000 \000t\000h\000a\000t\000 \000c\000o\000u\000l\000d\000 \000a\000f\000f\000e\000c\000t\000 \000i\000t \024\000 \000n\000o\000n\000e\000.\000 \000o\000f\000 \000w\000h\000i\000c\000h\000.\000 \000t\000h\000e\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000c\000a\000p\000t\000u\000r\000e\000d\000.\000 ) /Dest [ 362 0 R /XYZ 72 295 null ] /Next 3358 0 R /Parent 2951 0 R >> endobj 3358 0 obj << /First 3359 0 R /Count 2 /Prev 3360 0 R /Last 3361 0 R /Title (Example. 5: Article. 32 \(OpenAI Board Restructuring\) ) /Next 3362 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 72 199 null ] >> endobj 3362 0 obj << /Prev 3363 0 R /Count 0 /Title (Mr. Altman complained that the research paper seemed to criticize OpenAI's efforts to build artificial general intelligence, or A.G.I., a machine that. can do anything the human brain can do. ) /Dest [ 362 0 R /XYZ 72 158 null ] /Next 3364 0 R /Parent 2951 0 R >> endobj 3364 0 obj << /First 3365 0 R /Count 6 /Prev 3366 0 R /Last 3367 0 R /Title (Ground. Truth ) /Next 3368 0 R /Parent 2951 0 R /Dest [ 383 0 R /XYZ 78 715 null ] >> endobj 3368 0 obj << /Prev 3369 0 R /Count 0 /Title (Table 12 ) /Dest [ 383 0 R /XYZ 290 618 null ] /Next 3370 0 R /Parent 2951 0 R >> endobj 3370 0 obj << /Prev 3371 0 R /Count 0 /Title (\000A\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000\(\000a\000n\000o\000n\000y\000m\000o\000u\000s\000.\000 \000t\000o\000.\000 \000t\000h\000e\000.\000 \000p\000u\000b\000l\000i\000c\000,\000 \000b\000u\000t\000 \000n\000o\000t\000 \000t\000o\000.\000 \000t\000h\000e\000.\000 \000r\000e\000p\000o\000r\000t\000e\000r\000\)\000 \000m\000a\000y\000.\000 \000s\000e\000n\000d\000.\000 \000a\000n\000.\000 \000a\000u\000t\000h\000e\000n\000t\000i\000c\000 \000d\000o\000c\000u\000m\000e\000n\000t\000 \000\(\000e\000m\000a\000i\000l\000\)\000.\000 \000t\000o\000 \000a\000.\000 \000r\000e\000p\000o\000r\000t\000e\000r\000.\000 \000T\000h\000e\000 \000r\000e\000p\000o\000r\000t\000e\000r\000.\000 \000m\000a\000y\000.\000 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\000e\000v\000e\000n\000.\000 \000l\000o\000w\000e\000r\000-\000p\000e\000r\000f\000o\000r\000m\000i\000n\000g\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000e\000x\000c\000e\000e\000d\000e\000d\000.\000 \0008\0008\000%\000.\000 ) /Dest [ 403 0 R /XYZ 72 628 null ] /Next 3388 0 R /Parent 2951 0 R >> endobj 3388 0 obj << /Prev 3389 0 R /Count 0 /Title (\000T\000i\000t\000l\000e\000.\000 \000e\000x\000t\000r\000a\000c\000t\000i\000o\000n \024\000i\000d\000e\000n\000t\000i\000f\000y\000i\000n\000g\000.\000 \000f\000o\000r\000m\000a\000l\000 \000p\000o\000s\000i\000t\000i\000o\000n\000s\000 \000l\000i\000k\000e\000 \034\000M\000a\000y\000o\000r\000, \035\000.\000 \034\000P\000r\000o\000f\000e\000s\000s\000o\000r\000, \035\000.\000 \000o\000r\000 \034\000C\000h\000i\000e\000f\000.\000 \000o\000f\000.\000 \000P\000o\000l\000i\000c\000e \035 \024\000 \000s\000i\000m\000i\000l\000a\000r\000l\000y\000.\000 \000s\000h\000o\000w\000e\000d\000.\000 \000s\000t\000r\000o\000n\000g\000.\000 \000p\000e\000r\000f\000o\000r\000m\000a\000n\000c\000e\000.\000 \000M\000o\000d\000e\000l\000s\000.\000 \000e\000x\000c\000e\000l\000 \000a\000t\000 \000r\000e\000c\000o\000g\000n\000i\000z\000i\000n\000g\000.\000 \000t\000h\000e\000s\000e\000.\000 \000f\000o\000r\000m\000a\000l\000 \000m\000a\000r\000k\000e\000r\000s\000.\000 \000o\000f\000 \000p\000o\000w\000e\000r\000.\000 \000a\000n\000d\000 \000e\000x\000p\000e\000r\000t\000i\000s\000e\000,\000 \000s\000u\000g\000g\000e\000s\000t\000i\000n\000g\000.\000 \000t\000h\000a\000t\000 \000t\000i\000t\000l\000e\000-\000b\000a\000s\000e\000d\000 \000s\000o\000u\000r\000c\000e\000.\000 \000a\000n\000a\000l\000y\000s\000i\000s\000.\000 \000i\000s\000.\000 \000i\000m\000m\000e\000d\000i\000a\000t\000e\000l\000y\000 \000v\000i\000a\000b\000l\000e\000 \000w\000i\000t\000h\000 \000c\000u\000r\000r\000e\000n\000t\000.\000 \000t\000e\000c\000h\000n\000o\000l\000o\000g\000y\000.\000.\000 ) /Dest [ 403 0 R /XYZ 72 551 null ] /Next 3390 0 R /Parent 2951 0 R >> endobj 3390 0 obj << /Prev 3391 0 R /Count 0 /Title (\000H\000o\000w\000e\000v\000e\000r\000,\000 \000t\000h\000i\000s\000 \000s\000t\000r\000e\000n\000g\000t\000h\000 \000a\000l\000s\000o\000 \000h\000i\000g\000h\000l\000i\000g\000h\000t\000s\000 \000a\000 \000l\000i\000m\000i\000t\000a\000t\000i\000o\000n\000:\000 \000m\000o\000d\000e\000l\000s\000 \000i\000d\000e\000n\000t\000i\000f\000y\000 \000f\000o\000r\000m\000a\000l\000 \000a\000u\000t\000h\000o\000r\000i\000t\000y\000 \000m\000a\000r\000k\000e\000r\000s\000 \000f\000o\000r\000 \000s\000o\000u\000r\000c\000e\000s\000 \000m\000o\000r\000e\000 \000r\000e\000a\000d\000i\000l\000y\000 \000t\000h\000a\000n\000 \000t\000h\000e\000 \000c\000o\000n\000t\000e\000x\000t\000u\000a\000l\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000s\000 \000t\000h\000a\000t\000 \000m\000i\000g\000h\000t\000 \000e\000x\000p\000l\000a\000i\000n\000 \000n\000o\000n\000-\000e\000x\000p\000e\000r\000t\000 \000s\000o\000u\000r\000c\000e\000s \031\000 \000a\000u\000t\000h\000e\000n\000t\000i\000c\000.\000 \000s\000t\000a\000n\000d\000i\000n\000g\000.\000 ) /Dest [ 403 0 R /XYZ 72 475 null ] /Next 3392 0 R /Parent 2951 0 R >> endobj 3392 0 obj << /Prev 3393 0 R /Count 0 /Title (Comparative Examples. For Accurate Title Annotations. ) /Dest [ 403 0 R /XYZ 72 415 null ] /Next 3394 0 R /Parent 2951 0 R >> endobj 3394 0 obj << /Prev 3395 0 R /Count 0 /Title (We show examples where models captured titles accurately, and three cases illustrating common edge. case. challenges: handling. sources. without formal titles, distinguishing. titles. from characterizations, and managing. complex. organizational affiliations. ) /Dest [ 403 0 R /XYZ 72 388 null ] /Next 3396 0 R /Parent 2951 0 R >> endobj 3396 0 obj << /First 3397 0 R /Count 2 /Prev 3398 0 R /Last 3399 0 R /Title (Example. 1: Article. 11 \(Restoring Voting Rights\) ) /Next 3400 0 R /Parent 2951 0 R /Dest [ 403 0 R /XYZ 72 316 null ] >> endobj 3400 0 obj << /Prev 3401 0 R /Count 0 /Title (Nicole Porter, Director of advocacy at the Sentencing Project ) /Dest [ 403 0 R /XYZ 72 275 null ] /Next 3402 0 R /Parent 2951 0 R >> endobj 3402 0 obj << /First 3403 0 R /Count 6 /Prev 3404 0 R /Last 3405 0 R /Title (Ground. Truth ) /Next 3406 0 R /Parent 2951 0 R /Dest [ 403 0 R /XYZ 78 243 null ] >> endobj 3406 0 obj << /First 3407 0 R /Count 16 /Prev 3408 0 R /Last 3409 0 R /Title (The Stanford. CoreNLP-based system for. quote. extraction. and attribution. in. journalistic. texts. is. documented. in: Muzny, G., Fang, M., Chang, A., & Jurafsky, D. \(2021\). A. Two-stage. Sieve. Approach for. Quote. Attribution. ACL. Anthology. /; and. augmented. with. a machine learning model in: Shang, X., Peng, Z., Yuan, Q., Khan, S., Xie, L., Fang, Y., & Vincent, S. \(2022\). DIANES. Proceedings of the 45th International ACM SIGIR Conference on Research and Development. in Information Retrieval. . On. t) /Next 3410 0 R /Parent 2951 0 R /Dest [ 403 0 R /XYZ 72 183 null ] >> endobj 3410 0 obj << /Prev 3411 0 R /Count 0 /Title (Table 13 ) /Dest [ 428 0 R /XYZ 290 682 null ] /Next 3412 0 R /Parent 2951 0 R >> endobj 3412 0 obj << /Prev 3413 0 R /Count 0 /Title (Expectedly. this. is. near-perfect match. between. the. models. annotations. of the. title. of the. source. and. the .ground .truth .data..Both .models .correctly .identified .Nicole .Porter's .formal.title .\("director .of advocacy"\). and organizational affiliation. \("Sentencing. Project"\). where. the. title. is. held. Minor. variations. in. phrasing. \("director. of advocacy, Sentencing. Project" vs. "Sentencing. Project's. director. of advocacy"\) are. semantically. equivalent and. demonstrate. that models.) /Dest [ 428 0 R /XYZ 72 652 null ] /Next 3414 0 R /Parent 2951 0 R >> endobj 3414 0 obj << /Prev 3415 0 R /Count 0 /Title (While models expectedly perform. well on standard formal titles, here are some examples with three types of edge cases present. challenges: \(1\) sources without. formal. titles where models must. correctly return. null, \(2\). distinguishing. titles. from characterizations,. and \(3\) handling unnamed groups where title .assignment.is .inappropriate. ) /Dest [ 428 0 R /XYZ 72 523 null ] /Next 3416 0 R /Parent 2951 0 R >> endobj 3416 0 obj << /First 3417 0 R /Count 2 /Prev 3418 0 R /Last 3419 0 R /Title (Example. 2: Article. 11 \(Restoring Voting Rights\) - Sources. Without Formal Titles ) /Next 3420 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 72 441 null ] >> endobj 3420 0 obj << /Prev 3421 0 R /Count 0 /Title (Steven Scott ) /Dest [ 428 0 R /XYZ 72 400 null ] /Next 3422 0 R /Parent 2951 0 R >> endobj 3422 0 obj << /Prev 3423 0 R /Count 0 /Title (Story. text that introduces. the. source:. "Steven. Scott, 33, was. paroled in. 2015 after. serving. more. than .four .years .on .assault.and .other .charges..He .also .has .regained .voting .rights .and .cast.ballots .for Republican. candidates. in. his. first elections, including 2020. He. sees. the. two-year. wait period. as. one. link .in .a .long .chain .of .barriers .for .those .trying .to .reenter .society." ) /Dest [ 428 0 R /XYZ 72 373 null ] /Next 3424 0 R /Parent 2951 0 R >> endobj 3424 0 obj << /First 3425 0 R /Count 6 /Prev 3426 0 R /Last 3427 0 R /Title (Ground. Truth ) /Next 3428 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 78 287 null ] >> endobj 3428 0 obj << /Prev 3429 0 R /Count 0 /Title (Table 14 ) /Dest [ 428 0 R /XYZ 290 240 null ] /Next 3430 0 R /Parent 2951 0 R >> endobj 3430 0 obj << /Prev 3431 0 R /Count 0 /Title (This example. shows correct handling across all models. The. source, Steven Scott, is included. for his lived .experience .as .someone .who .regained .voting .rights .after .felony .conviction,.and .he .is .not. introduced with a. formal title. All three models correctly returned .NULL,.demonstrating .they .can distinguish. between. story. text that is. a candidate. for. source. justification. \(why. the. person. is. included\). and title \(formal position\). ) /Dest [ 428 0 R /XYZ 72 210 null ] /Next 3432 0 R /Parent 2951 0 R >> endobj 3432 0 obj << /Prev 3433 0 R /Count 0 /Title (Example. 3: Article. 25 \(Anti-trans laws and ballot. access\). - Sources. Without Formal Titles. ) /Dest [ 428 0 R /XYZ 72 114 null ] /Next 3434 0 R /Parent 2951 0 R >> endobj 3434 0 obj << /Prev 3435 0 R /Count 0 /Title (Source: ) /Dest [ 448 0 R /XYZ 72 721 null ] /Next 3436 0 R /Parent 2951 0 R >> endobj 3436 0 obj << /Prev 3437 0 R /Count 0 /Title (Hazel Krebs ) /Dest [ 448 0 R /XYZ 72 702 null ] /Next 3438 0 R /Parent 2951 0 R >> endobj 3438 0 obj << /Prev 3439 0 R /Count 0 /Title (Story. text that brings. in. the. source:. "a. 42-year-old. transgender. woman. living in. Kansas, one. of the. states. with. a. new anti-trans .law" ) /Dest [ 448 0 R /XYZ 72 675 null ] /Next 3440 0 R /Parent 2951 0 R >> endobj 3440 0 obj << /First 3441 0 R /Count 6 /Prev 3442 0 R /Last 3443 0 R /Title (Ground. Truth ) /Next 3444 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 621 null ] >> endobj 3444 0 obj << /Prev 3445 0 R /Count 0 /Title (Table 15 ) /Dest [ 448 0 R /XYZ 290 574 null ] /Next 3446 0 R /Parent 2951 0 R >> endobj 3446 0 obj << /Prev 3447 0 R /Count 0 /Title (\000T\000h\000i\000s\000 \000i\000s\000 \000a\000n\000o\000t\000h\000e\000r\000 \000e\000x\000a\000m\000p\000l\000e\000.\000 \000s\000h\000o\000w\000i\000n\000g\000 \000a\000c\000c\000u\000r\000a\000c\000y\000.\000 \000H\000a\000z\000e\000l\000 \000K\000r\000e\000b\000s\000 \000i\000s\000 \000i\000n\000c\000l\000u\000d\000e\000d\000.\000 \000a\000s\000 \000a\000 \000t\000r\000a\000n\000s\000g\000e\000n\000d\000e\000r\000 \000w\000o\000m\000a\000n\000 \000w\000i\000t\000h\000.\000 \000l\000i\000v\000e\000d\000 \000.\000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000 \000.\000o\000f\000 \000.\000a\000n\000t\000i\000-\000t\000r\000a\000n\000s\000 \000.\000l\000a\000w\000s \024\000h\000e\000r\000.\000 \000i\000n\000c\000l\000u\000s\000i\000o\000n\000.\000 \000i\000s\000.\000 \000j\000u\000s\000t\000i\000f\000i\000e\000d\000.\000 \000b\000y\000.\000 \000h\000e\000r\000.\000 \000i\000d\000e\000n\000t\000i\000t\000y\000.\000 \000a\000n\000d\000.\000 \000e\000x\000p\000e\000r\000i\000e\000n\000c\000e\000,\000 \000n\000o\000t\000 \000a\000 \000f\000o\000r\000m\000a\000l\000 \000t\000i\000t\000l\000e\000.\000 \000T\000h\000e\000 \000c\000h\000a\000r\000a\000c\000t\000e\000r\000i\000z\000a\000t\000i\000o\000n\000 \000"\0004\0002\000-\000y\000e\000a\000r\000-\000o\000l\000d\000.\000 \000t\000r\000a\000n\000s\000g\000e\000n\000d\000e\000r\000.\000 \000w\000o\000m\000a\000n\000.\000 \000l\000i\000v\000i\000n\000g\000 \000i\000n\000.\000 \000K\000a\000n\000s\000a\000s\000"\000 \000i\000s\000.\000 \000n\000o\000t\000 \000a\000 \000t\000i\000t\000l\000e\000.\000 \000s\000i\000g\000n\000i\000f\000y\000i\000n\000g\000.\000 \000p\000o\000s\000i\000t\000i\000o\000n\000s\000.\000 \000o\000f\000 \000p\000o\000w\000e\000r\000.\000 \000o\000r\000.\000 \000a\000u\000t\000h\000o\000r\000i\000t\000y\000.\000 \000a\000s\000.\000 \000w\000e\000.\000 \000d\000e\000f\000i\000n\000e\000.\000 \000i\000n\000.\000 \000o\000u\000r\000.\000 \000p\000r\000o\000m\000p\000t\000s\000.\000 \000T\000h\000e\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000c\000o\000r\000r\000e\000c\000t\000l\000y\000.\000 \000d\000i\000s\000t\000i\000n\000g\000u\000i\000s\000h\000e\000d\000.\000 \000b\000e\000t\000w\000e\000e\000n\000.\000 \000i\000d\000e\000n\000t\000i\000t\000y\000-\000b\000a\000s\000e\000d\000 \000c\000h\000a\000r\000a\000c\000t\000e\000r\000i\000z\000a\000t\000i\000o\000n\000.\000 \000a\000n\000d\000 \000f\000o\000r\000m\000a\000l\000 \000t\000i\000t\000l\000e\000,\000 \000r\000e\000t\000u\000r\000n\000i\000n\000g\000.\000 \000N\000U\000L\000L\000 ) /Dest [ 448 0 R /XYZ 72 544 null ] /Next 3448 0 R /Parent 2951 0 R >> endobj 3448 0 obj << /First 3449 0 R /Count 2 /Prev 3450 0 R /Last 3451 0 R /Title (Example. 4: Article. 25 \(Anti-trans laws and ballot. access\). - Unnamed. Group. of People. ) /Next 3452 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 72 432 null ] >> endobj 3452 0 obj << /Prev 3453 0 R /Count 0 /Title ("Politicians". ) /Dest [ 448 0 R /XYZ 72 390 null ] /Next 3454 0 R /Parent 2951 0 R >> endobj 3454 0 obj << /Prev 3455 0 R /Count 0 /Title (Story. text attributing. speech for. politicians:. "Like. with other. laws. targeting. transgender. people, including. bans on transgender student-athletes. from participating. in. women's. sports, politicians. supporting. these. policies. frame. them as. protecting. cisgender women." ) /Dest [ 448 0 R /XYZ 72 363 null ] /Next 3456 0 R /Parent 2951 0 R >> endobj 3456 0 obj << /First 3457 0 R /Count 6 /Prev 3458 0 R /Last 3459 0 R /Title (Ground. Truth ) /Next 3460 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 294 null ] >> endobj 3460 0 obj << /Prev 3461 0 R /Count 0 /Title (Table 16 ) /Dest [ 448 0 R /XYZ 290 221 null ] /Next 3462 0 R /Parent 2951 0 R >> endobj 3462 0 obj << /First 3463 0 R /Count 1 /Prev 3464 0 R /Last 3465 0 R /Title (\000T\000h\000i\000s\000 \000t\000h\000e\000.\000 \000c\000o\000r\000r\000e\000c\000t\000 \000h\000a\000n\000d\000l\000i\000n\000g\000 \000o\000f\000 \000t\000h\000e\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000t\000y\000p\000e\000.\000 \034\000u\000n\000n\000a\000m\000e\000d\000.\000 \000g\000r\000o\000u\000p\000 \000o\000f\000 \000p\000e\000o\000p\000l\000e \035\000 \000w\000h\000i\000c\000h\000.\000 \000i\000n\000 \000t\000h\000i\000s\000 \000c\000a\000s\000e\000.\000 \000i\000s\000 \034\000P\000o\000l\000i\000t\000i\000c\000i\000a\000n\000s \035\000.\000.\000W\000h\000e\000n\000 \000.\000a\000n\000 \000.\000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000 \000.\000i\000s\000 \000.\000t\000o\000 \000.\000a\000n\000 \000.\000u\000n\000n\000a\000m\000e\000d\000 \000.\000g\000r\000o\000u\000p\000,\000.\000i\000n\000d\000i\000v\000i\000d\000u\000a\000l\000.\000t\000i\000t\000l\000e\000s\000 \000.\000a\000r\000e\000 \000.\000n\000o\000t\000.\000a\000p\000p\000l\000i\000c\000a\000b\000l\000e \024\000t\000h\000e\000 \000"\000N\000a\000m\000e\000"\000.\000 \000f\000i\000e\000l\000d\000 \000c\000a\000p\000t\000u\000r\000e\000s\000 \000t\000h\000e\000 \000g\000r\000o\000u\000p\000 \000d\000e\000s\000i\000g\000n\000a\000t\000i\000o\000n\000 \000\(\000"\000p\000o\000l\000i\000t\000i\000c\000i\000a\000n\000s\000"\000\)\000.\000 \000b\000u\000t\000 \000T\000i\000t\000l\000e\000.\000 \000r\000e\000m\000a\000i\000n\000s\000 \000N\000U\000L\000L\000.\000 \000L\000l\000a\000m\000a\000 \0003\000.\0001\0004\0000\0005\000B\000.\000 \000c\000o\000r\000r\000e\000c\000t\000l\000y\000.\000 \000r\000e\000c\000o\000g\000n\000i\000z\000e\000d\000.\000 \000t\000h\000i\000s\000.\000 \000p\000a\000t\000t\000e\000r\000n\000.\000 \000T\000h\000i\000s\000.\000 \000d\000e\000m\000o\000n\000s\000t\000r\000a\000t\000e\000s\000.\000 \000t\000h\000a\000t\000 \000m\000o\000d\000e\000l\000s\000.\000 \000a\000r\000e\000.\000 \000a\000b\000l\000e\000.\000 \000t\000o\000.\000 \000a\000p\000p\000l\000y\000.\000 \000t\000h\000e\000.\000 \000d\000e\000f\000i\000n\000i\000t\000i\000o\000n\000.\000 \000U\000n\000n\000a\000m\000e\000d\000.\000 \000G\000r\000o\000u\000p\000.\000 \000o\000f\000 \000P\000e\000o\000p\000l\000e\000.\000 \000a\000s\000.\000 \000a\000 \000t\000y\000p\000e\000.\000 \000o\000f\000 \000s\000o\000u\000r\000c\000e\000,\000 \000w\000h\000e\000r\000e\000.\000 \000i\000n\000d\000i\000v\000i\000d\000u\000a\000l\000 \000t\000i\000t\000l\000e\000s\000.\000 \000a\000r\000e\000.\000 \000n\000o\000t\000 \000a\000p\000p\000l\000i\000c) /Next 3466 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 72 191 null ] >> endobj 3466 0 obj << /Prev 3467 0 R /Count 0 /Title (Summary.of.Title.Annotation .Performance ) /Dest [ 465 0 R /XYZ 72 721 null ] /Next 3468 0 R /Parent 2951 0 R >> endobj 3468 0 obj << /Prev 3469 0 R /Count 0 /Title (Source. title. annotation. represents. one. of. the. strongest performing. elements. for. models. in. our. benchmark. \(80-89% accuracy. across. models\): ) /Dest [ 465 0 R /XYZ 72 694 null ] /Next 3470 0 R /Parent 2951 0 R >> endobj 3470 0 obj << /First 3471 0 R /Count 12 /Prev 3472 0 R /Last 3473 0 R /Title (1. ) /Next 3474 0 R /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 650 null ] >> endobj 3474 0 obj << /First 3475 0 R /Count 4 /Prev 3476 0 R /Last 3477 0 R /Title (The. high. accuracy for title. annotation will likely be. useful for applications. tracking. expert citations, analyzing. source authority. patterns, and measuring. organizational representation. It will also. be. useful for. statistical analysis. where. we. want to. know,. for example, the proportion of. named sources in a. news cycle stream that are non-titled voices vs.. titled voices.\(Diversity. along. the expert vs. lived experience sourcing. fault line.\). Unlike source justification \(which remains cha) /Next 3478 0 R /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 478 null ] >> endobj 3478 0 obj << /Prev 3479 0 R /Count 0 /Title (What can change in these scores and why? ) /Dest [ 465 0 R /XYZ 72 348 null ] /Next 3480 0 R /Parent 2951 0 R >> endobj 3480 0 obj << /Prev 3481 0 R /Count 0 /Title (\000O\000n\000e\000.\000 \000w\000a\000y\000.\000 \000t\000o\000.\000 \000u\000n\000d\000e\000r\000s\000t\000a\000n\000d\000.\000 \000t\000h\000i\000s\000.\000 \000L\000L\000M\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000i\000n\000g\000.\000 \000p\000r\000o\000j\000e\000c\000t\000 \000i\000s\000.\000 \000l\000o\000o\000k\000 \000a\000t\000 \000t\000h\000e\000.\000 \000m\000o\000v\000i\000n\000g\000.\000 \000p\000a\000r\000t\000s\000-\000d\000i\000a\000g\000r\000a\000m\000 \000\(\000F\000i\000g\000u\000r\000e\000 \0001\000\)\000 \000o\000f\000 \000t\000h\000e\000.\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000i\000n\000g\000 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\000q\000u\000o\000t\000e\000 \000a\000n\000n\000o\000t\000a\000t\000i\000o\000n\000s\000 \000a\000c\000r\000o\000s\000s\000 \000o\000v\000e\000r\000 \0008\0000\0000\000.\000 \000n\000e\000w\000s\000 \000s\000i\000t\000e\000s\000\)\000.\000 \000F\000o\000r\000 \000r\000e\000c\000e\000n\000t\000 \000e\000m\000p\000i\000r\000i\000c\000a\000l\000 \000w\000o\000r\000k\000.\000 \000o\000n\000.\000 \000t\000r\000a\000c\000k\000i\000n\000g\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000d\000i\000v\000e\000r\000s\000i\000t\000y\000.\000 \000i\000n\000.\000 \000U\000.\000S\000.\000 \000n\000e\000w\000s\000.\000 \000o\000r\000g\000a\000n\000i\000z\000a\000t\000i\000o\000n\000s\000,\000 ) /Next 3486 0 R /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 207 null ] >> endobj 3486 0 obj << /First 3487 0 R /Count 1 /Prev 3488 0 R /Last 3489 0 R /Title (As. the. corpus. is. expanded. to. more. news. stories, the. type. of sources. in. the. stories. \(people, organizations, documents, unnamed. groups. of people, anonymous. sources, and. so. on\) could. be. changed. to. deliberately. include. more. non-expert sources. with. substantial lived experience-type .source .justifications..Since .source .justification .annotations .are .the .weakest.area,.. there .could .be .swings .in .accuracy .scores .if .more .stories .are .included .where .the .justification .tex) /Next 3490 0 R /Parent 2951 0 R /Dest [ 484 0 R /XYZ 72 705 null ] >> endobj 3490 0 obj << /Prev 3491 0 R /Count 0 /Title (\000A\000l\000s\000o\000,\000 \000a\000s\000.\000 \000w\000e\000.\000 \000r\000e\000v\000i\000s\000e\000.\000 \000t\000h\000e\000.\000 \000v\000o\000c\000a\000b\000u\000l\000a\000r\000y\000.\000 \000t\000o\000.\000 \000h\000a\000n\000d\000l\000e\000.\000 \000s\000o\000u\000r\000c\000e\000.\000 \000d\000o\000c\000u\000m\000e\000n\000t\000s\000.\000 \000a\000t\000t\000r\000i\000b\000u\000t\000e\000d\000.\000 \000i\000m\000p\000l\000i\000c\000i\000t\000l\000y\000.\000 \000b\000y\000.\000 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\000.\000c\000o\000m\000p\000l\000e\000x\000.\000.\000B\000u\000t\000.\000a\000t\000.\000t\000h\000e\000 \000.\000o\000t\000h\000e\000r\000 \000.\000e\000n\000d\000 \000o\000f\000 \000t\000h\000e\000.\000 \000l\000i\000n\000k\000 \000c\000o\000u\000l\000d\000.\000 \000a\000 \000d\000o\000c\000u\000m\000e\000n\000t\000 \000i\000s\000s\000u\000e\000d\000.\000 \000b\000y\000.\000 \000a\000 \000g\000o\000v\000e\000r\000n\000m\000e\000n\000t\000 \000a\000u\000t\000h\000o\000r\000i\000t\000y\000.\000 \000o\000r\000.\000 \000s\000c\000i\000e\000n\000t\000i\000f\000i\000c\000 \000b\000o\000d\000y\000,\000 \000o\000r\000.\000 \000a\000 \000s\000e\000c\000o\000n\000d\000a\000r\000y\000.\000 \000s\000o\000u\000r\000c\000i\000n\000g\000.\000 \000\(\000p\000r\000e\000s\000s\000\)\000.\000 \000n\000e\000w\000s\000.\000 \000a\000r\000t\000i\000c\000l\000e\000.\000 \000T\000h\000e\000s\000e\000.\000 \000a\000r\000e\000.\000 \000n\000e\000w\000 \000a\000r\000e\000a\000s\000.\000 \000f\000o\000r\000.\000 \000a\000c\000c\000u\000r\000a\000c\000y\000.\000 \000s\000c\000o\000r\000i\000n\000g\000.) /Dest [ 484 0 R /XYZ 72 559 null ] /Next 3492 0 R /Parent 2951 0 R >> endobj 3492 0 obj << /First 3493 0 R /Count 1 /Prev 3494 0 R /Last 3495 0 R /Title (While our current prompts are very detailed and took 50 iterations to build to stability, as. noted earlier, we are seeking. ways. to improve them further. The goal there would be to see if. can. get less-expensive. LLMs. to. score. higher. ) /Next 3496 0 R /Parent 2951 0 R /Dest [ 484 0 R /XYZ 72 463 null ] >> endobj 3496 0 obj << /First 3497 0 R /Count 1 /Prev 3498 0 R /Last 3499 0 R /Title (Our. primary. goal is. to. test with. newer. models. and. newer. variants. of existing. models and figuring whether some settings need to be changed, or trying custom. models later is another. moving. part. This. part is. necessary. because we are testing. model performance. to. compare. them.. ) /Next 3500 0 R /Parent 2951 0 R /Dest [ 484 0 R /XYZ 72 399 null ] >> endobj 3500 0 obj << /Prev 3501 0 R /Count 0 /Title (HOW TO USE THIS BENCHMARKING SYSTEM ) /Dest [ 484 0 R /XYZ 72 312 null ] /Next 3502 0 R /Parent 2951 0 R >> endobj 3502 0 obj << /Prev 3503 0 R /Count 0 /Title (We list below a. few early. stage. examples. of how. to. use. our. system. ) /Dest [ 484 0 R /XYZ 72 270 null ] /Next 3504 0 R /Parent 2951 0 R >> endobj 3504 0 obj << /First 3505 0 R /Count 30 /Prev 3506 0 R /Last 3507 0 R /Title (1. ) /Next 3508 0 R /Parent 2951 0 R /Dest [ 484 0 R /XYZ 90 238 null ] >> endobj 3508 0 obj << /Prev 3509 0 R /Count 0 /Title (CONCLUSION: THE NEED FOR ONGOING BENCHMARKING ) /Dest [ 494 0 R /XYZ 72 344 null ] /Next 3510 0 R /Parent 2951 0 R >> endobj 3510 0 obj << /Prev 3511 0 R /Count 0 /Title (Our. benchmark reveals. that current LLM capabilities. for. journalistic. sourcing. annotation. are. currently. selective. rather. than. comprehensive. ) /Dest [ 494 0 R /XYZ 72 275 null ] /Next 3512 0 R /Parent 2951 0 R >> endobj 3512 0 obj << /First 3513 0 R /Count 12 /Prev 3514 0 R /Last 3515 0 R /Title ( "\000 ) /Next 3516 0 R /Parent 2951 0 R /Dest [ 494 0 R /XYZ 90 230 null ] >> endobj 3516 0 obj << /Prev 3517 0 R /Count 0 /Title (\000T\000h\000i\000s\000 \000m\000i\000x\000e\000d\000.\000 \000p\000e\000r\000f\000o\000r\000m\000a\000n\000c\000e\000.\000 \000p\000r\000o\000f\000i\000l\000e\000.\000 \000s\000u\000g\000g\000e\000s\000t\000s\000 \000i\000m\000m\000e\000d\000i\000a\000t\000e\000.\000 \000a\000p\000p\000l\000i\000c\000a\000t\000i\000o\000n\000s\000 \000a\000r\000e\000.\000 \000p\000o\000s\000s\000i\000b\000l\000e\000.\000 \000w\000i\000t\000h\000i\000n\000 \000d\000e\000f\000i\000n\000e\000d\000.\000 \000s\000c\000o\000p\000e\000s\000.\000 \000N\000e\000w\000s\000 \000o\000r\000g\000a\000n\000i\000z\000a\000t\000i\000o\000n\000s\000 \000c\000o\000u\000l\000d\000 \000d\000e\000p\000l\000o\000y\000 \000t\000o\000p\000-\000p\000e\000r\000f\000o\000r\000m\000i\000n\000g\000.\000 \000m\000o\000d\000e\000l\000s\000.\000 \000t\000o\000.\000 \000t\000r\000a\000c\000k\000.\000 \000e\000x\000p\000e\000r\000t\000 \000v\000s\000.\000 \000n\000o\000n\000-\000e\000x\000p\000e\000r\000t\000 \000s\000o\000u\000r\000c\000i\000n\000g\000.\000 \000r\000a\000t\000i\000o\000s\000,\000 \000m\000o\000n\000i\000t\000o\000r\000.\000 \000q\000u\000o\000t\000e\000d\000.\000 \000v\000s\000.\000 \000p\000a\000r\000a\000p\000h\000r\000a\000s\000e\000d\000.\000 \000a\000t\000t\000r\000i\000b\000u\000t\000i\000o\000n\000.\000 \000p\000a\000t\000t\000e\000r\000n\000s\000,\000 \000o\000r\000 \000a\000n\000a\000l\000y\000z\000e\000 \000s\000o\000u\000r\000c\000e\000 \000d\000i\000v\000e\000r\000s\000i\000t\000y\000.\000 \000b\000y\000.\000 \000f\000o\000r\000m\000a\000l\000 \000t\000i\000t\000l\000e\000s\000 \000a\000c\000r\000o\000s\000s\000 \000c\000o\000v\000e\000r\000a\000g\000e\000 \000a\000r\000e\000a\000s\000.\000.\000 \000C\000o\000n\000v\000e\000r\000s\000e\000l\000y\000,\000.\000 \000a\000p\000p\000l\000i\000c\000a\000t\000i\000o\000n\000s\000 \000r\000e\000q\000u\000i\000r\000i\000n\000g\000 \000s\000o\000u\000r\000c\000e\000 \000j\000u\000s\000t\000i\000f\000i\000c\000a\000t\000i\000o\000n\000 \000a\000n\000a\000l\000y\000s\000i\000s \024\000 \000s\000t\000a\000k\000e\000h\000o\000l\000d\000e\000r\000.\000 \000p\000o\000r\000t\000r\000a\000y\000a\000l\000 \000a\000n\000d\000.\000 \000r\000e\000p\000r\000e\000s\000e\000n\000t\000a\000t\000i\000o\000n\000.\000 \000a\000u\000d\000i\000t\000s\000,\000 \000s\000o\000l\000i\000d\000a\000r\000i\000t\000y\000.\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000m\000 \000a\000s\000s\000e\000s\000s\000m\000e\000n\000t\000s \024\000r\000e\000m\000a\000i\000n\000.\000 \000b\000e\000y\000o\000n\000d\000.\000 \000c) /Dest [ 504 0 R /XYZ 72 720 null ] /Next 3518 0 R /Parent 2951 0 R >> endobj 3518 0 obj << /Prev 3519 0 R /Count 0 /Title (The. rapid. pace. of LLM. development makes ongoing benchmarking essential. Our evaluation used. models current as of Fall 2025, but new. variants. with. improved. linguistic review capacities emerge. regularly. Major. releases merit re-evaluation. on. this. benchmark to. track progress.. The publicly available dataset. enables. precisely. this. kind. of continuous. assessment. We plan to expand the story corpus. and ground truth data in 2026. ) /Dest [ 504 0 R /XYZ 72 580 null ] /Next 3520 0 R /Parent 2951 0 R >> endobj 3520 0 obj << /Prev 3521 0 R /Count 0 /Title (Future. benchmark expansions. also need to address. several limitations. in. the current dataset. First, increasing. representation of. anonymous sources, unnamed sources, and document-based attribution. would. test model performance. across the. full spectrum of journalistic sourcing practices. Second, expanding. beyond text to include video and audio source attribution. would address. emerging. formats in news influencer content. Third, developing. comparative benchmarks across languages would. reveal whe) /Dest [ 504 0 R /XYZ 72 487 null ] /Next 3522 0 R /Parent 2951 0 R >> endobj 3522 0 obj << /Prev 3523 0 R /Count 0 /Title (\000M\000o\000s\000t\000 \000f\000u\000n\000d\000a\000m\000e\000n\000t\000a\000l\000l\000y\000,\000 \000t\000h\000i\000s\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000 \000d\000e\000m\000o\000n\000s\000t\000r\000a\000t\000e\000s\000 \000t\000h\000a\000t\000 \000t\000h\000e\000 \000s\000y\000s\000t\000e\000m\000a\000t\000i\000c\000.\000 \000e\000v\000a\000l\000u\000a\000t\000i\000o\000n\000.\000 \000o\000f\000 \000L\000L\000M\000s\000.\000 \000f\000o\000r\000.\000 \000j\000o\000u\000r\000n\000a\000l\000i\000s\000t\000i\000c\000 \000t\000a\000s\000k\000s\000 \000i\000s\000 \000b\000o\000t\000h\000 \000f\000e\000a\000s\000i\000b\000l\000e\000 \000a\000n\000d\000 \000n\000e\000c\000e\000s\000s\000a\000r\000y\000.\000.\000 \000W\000h\000i\000l\000e\000 \000g\000e\000n\000e\000r\000a\000l\000-\000p\000u\000r\000p\000o\000s\000e\000.\000 \000l\000a\000n\000g\000u\000a\000g\000e\000.\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000s\000.\000 \000p\000r\000o\000v\000i\000d\000e\000.\000 \000v\000a\000l\000u\000a\000b\000l\000e\000.\000 \000b\000a\000s\000e\000l\000i\000n\000e\000.\000 \000m\000e\000t\000r\000i\000c\000s\000,\000 \000o\000u\000r\000.\000 \000d\000o\000m\000a\000i\000n\000-\000s\000p\000e\000c\000i\000f\000i\000c\000.\000 \000e\000v\000a\000l\000u\000a\000t\000i\000o\000n\000.\000 \000r\000e\000v\000e\000a\000l\000s\000.\000 \000c\000a\000p\000a\000b\000i\000l\000i\000t\000i\000e\000s\000.\000 \000a\000n\000d\000.\000 \000l\000i\000m\000i\000t\000a\000t\000i\000o\000n\000s\000.\000 \000i\000n\000v\000i\000s\000i\000b\000l\000e\000 \000i\000n\000 \000b\000r\000o\000a\000d\000e\000r\000 \000a\000s\000s\000e\000s\000s\000m\000e\000n\000t\000s\000.\000 \000J\000o\000u\000r\000n\000a\000l\000i\000s\000t\000i\000c\000 \000s\000o\000u\000r\000c\000i\000n\000g \024\000r\000o\000u\000t\000i\000n\000e\000,\000 \000l\000i\000n\000g\000u\000i\000s\000t\000i\000c\000a\000l\000l\000y\000 \000c\000o\000m\000p\000l\000e\000x\000 \000a\000n\000d\000 \000e\000t\000h\000i\000c\000a\000l\000l\000y\000.\000 \000c\000o\000n\000s\000e\000q\000u\000e\000n\000t\000i\000a\000l \024\000e\000x\000e\000m\000p\000l\000i\000f\000i\000e\000s\000.\000 \000t\000h\000e\000.\000 \000k\000i\000n\000d\000.\000 \000o\000f\000 \000s\000p\000e\000c\000i\000a\000l\000i\000z\000e\000d\000.\000 \000t\000a\000s\000k\000 \000r\000e\000q\000u\000i\000r\000i\000n\000g\000.\000 \000d\000e\000d\000i\000c\000a\000t\000e\000d\000.\000 \000b\000e\000n\000c\000h\000m\000a\000r\000k\000i\000n\000g\000.\000.\000 ) /Dest [ 504 0 R /XYZ 72 362 null ] /Next 3524 0 R /Parent 2951 0 R >> endobj 3524 0 obj << /Prev 3525 0 R /Count 0 /Title (ABOUT THE AUTHORS ) /Dest [ 504 0 R /XYZ 72 260 null ] /Next 3526 0 R /Parent 2951 0 R >> endobj 3526 0 obj << /First 3527 0 R /Count 1 /Prev 3528 0 R /Last 3529 0 R /Title (is Director of. Journalism and Media. Ethics, Markkula. Center for Applied Ethics, Santa. Clara. University. His. research. focus. is. the. intersection. of journalism ethics. and. news. distribution. algorithms. on. sourcing. ) /Next 3530 0 R /Parent 2951 0 R /Dest [ 504 0 R /XYZ 72 218 null ] >> endobj 3530 0 obj << /First 3531 0 R /Count 1 /Prev 3532 0 R /Last 3533 0 R /Title (is a. PhD student. in Computer Science and Engineering at. Santa. Clara. University. Her research. focuses. on. responsible. AI and. AI Agents. ) /Next 3534 0 R /Parent 2951 0 R /Dest [ 504 0 R /XYZ 72 154 null ] >> endobj 3534 0 obj << /First 3535 0 R /Count 1 /Prev 3536 0 R /Last 3537 0 R /Title (is Professor with the Department. of. Computer Science and Engineering and Director of. responsible. AI with. the. School of Engineering, Santa. Clara. University. His. research. interests. include. information retrieval, natural language processing, and machine learning. ) /Next 3538 0 R /Parent 2951 0 R /Dest [ 514 0 R /XYZ 72 721 null ] >> endobj 3538 0 obj << /Prev 3539 0 R /Count 0 /Title (ACKNOWLEDGMENTS ) /Dest [ 514 0 R /XYZ 72 650 null ] /Next 3540 0 R /Parent 2951 0 R >> endobj 3540 0 obj << /Prev 3541 0 R /Count 0 /Title (The. LLMs benchmarking project started. with. the. MS thesis work of CS/Engineering Student Phoebe. Wang \(MS, 2024\) at ճԹ. Sahas Koka helped with initial coding for the annotation generation. ) /Dest [ 514 0 R /XYZ 72 609 null ] /Next 3542 0 R /Parent 2951 0 R >> endobj 3542 0 obj << /Prev 3543 0 R /Count 0 /Title (ABOUT THE MARKKULA CENTER FOR APPLIED ETHICS ) /Dest [ 514 0 R /XYZ 72 538 null ] /Next 3544 0 R /Parent 2951 0 R >> endobj 3544 0 obj << /Prev 3545 0 R /Count 0 /Title (The. mission of the .Markkula Center for Applied. Ethics is to. engage individuals and. organizations in making choices that respect and care for others. The center works to empower people and organizations. to. make. better. decisions. for. a more. caring world. The. Center's Framework for. Ethical Decision Making. is widely recognized by individuals and organizations as. a. clear. and helpful process. to. make. better. decisions. The. center offers additional materials on its website; customized engagemen) /Dest [ 514 0 R /XYZ 72 469 null ] /Next 3546 0 R /Parent 2951 0 R >> endobj 3546 0 obj << /Prev 3547 0 R /Count 0 /Title (APPENDIX 1: Vocabulary for training students and LLMs \(system prompt\) ) /Dest [ 514 0 R /XYZ 72 334 null ] /Next 3548 0 R /Parent 2951 0 R >> endobj 3548 0 obj << /Prev 3549 0 R /Count 0 /Title (The. following definitions were. provided. to. both. human annotators and. LLMs to. ensure. consistent application. of. the sourcing. annotation. schema. These are reproduced verbatim from the system prompt used. in. the. benchmark. evaluation. ) /Dest [ 514 0 R /XYZ 72 265 null ] /Next 3550 0 R /Parent 2951 0 R >> endobj 3550 0 obj << /First 3551 0 R /Count 4 /Prev 3552 0 R /Last 3553 0 R /Title (A. source. in. journalism is. a person, organization, document, or. another. news. article. from whom a journalist takes viewpoints, experiences, claims, expertise, positions, insights, knowledge, data or. documents. Reporters. may. directly. quote. their. sources. or. use. indirect speech. to. paraphrase. a. source's. views. or. claims. Journalists. attribute statements. to sources. using. a. range of. speech-act verbs. While. "said" and. "according. to" are. often. used. and. neutral-sounding. verbs, ther) /Next 3554 0 R /Parent 2951 0 R /Dest [ 514 0 R /XYZ 72 202 null ] >> endobj 3554 0 obj << /Prev 3555 0 R /Count 0 /Title (Sometimes. the. source. is. the. person. who sent sensitive. material such as. emails. or. documents. or. other. internal organizational correspondence. to. the. reporter. The. source. is. a person. who. may. have. been. present at meetings. where. sensitive. deliberations. or. discussions. took. place, and. that person. then .shared .material.from .the .meetings .with .the .journalist..For .e.g.,.when .a .reporter .attributes .a claim or. statement to a. person. or. a. group. of. people. with words. such a) /Dest [ 524 0 R /XYZ 72 672 null ] /Next 3556 0 R /Parent 2951 0 R >> endobj 3556 0 obj << /Prev 3557 0 R /Count 0 /Title (A. source. is. an. organization. when. the. reporter. cites. the. organization. by. contacting its. spokesperson. or. other. representative. or. officials. The. reporter. may. cite. such. spokespersons. or. officials. from a direct interaction. or. from a press. release. or. social media. or. corporate blog. ) /Dest [ 524 0 R /XYZ 72 479 null ] /Next 3558 0 R /Parent 2951 0 R >> endobj 3558 0 obj << /Prev 3559 0 R /Count 0 /Title (A. source. can. also. be. another. news. organization. itself. When. the. journalist has. attributed. something in the text. to another news organization that. reported it. earlier, then that. organization is the source. Sometimes, the. reporter. will name. that organization directly. in. the. text. At other. times, the. text.may .simply .carry .a .web .link .directly .to .that.news .article,.similar .to .a .document.link. ) /Dest [ 524 0 R /XYZ 72 414 null ] /Next 3560 0 R /Parent 2951 0 R >> endobj 3560 0 obj << /First 3561 0 R /Count 1 /Prev 3562 0 R /Last 3563 0 R /Title (a\). Named Person. b\). Named Organization. c\). Document d\). Anonymous. Source e\). Unnamed. Person and. f\) Unnamed. Group of People. ) /Next 3564 0 R /Parent 2951 0 R /Dest [ 524 0 R /XYZ 72 334 null ] >> endobj 3564 0 obj << /First 3565 0 R /Count 1 /Prev 3566 0 R /Last 3567 0 R /Title (A. source. who. is. a named. human. being in. the. story. Note. that documents. like. emails, audio, video, meeting. minutes, or. other. material internal to. an. organization. sent by. a human. source. may. contain. named. people. expressing. views, taking. actions, decisions, etc..Those .named people. are. not sources, even. if the. reporter. included. those. names. and. reported. their. viewpoints. or. actions. in. the news. article. The person. sharing. the emails. or. documents. with the journalist is.) /Next 3568 0 R /Parent 2951 0 R /Dest [ 524 0 R /XYZ 72 286 null ] >> endobj 3568 0 obj << /Prev 3569 0 R /Count 0 /Title (Note: When a named person is quoted \(directly or indirectly\) citing or referring to the contents of a document, the. named. person. is. the. source, not the. document. ) /Dest [ 524 0 R /XYZ 72 156 null ] /Next 3570 0 R /Parent 2951 0 R >> endobj 3570 0 obj << /First 3571 0 R /Count 1 /Prev 3572 0 R /Last 3573 0 R /Title (An. organization. named. as. a source. This. includes. cases. where. reporters. attribute a. statement or. statements. to unnamed "officials". or. unnamed "spokesperson". of. a. named organization. ) /Next 3574 0 R /Parent 2951 0 R /Dest [ 533 0 R /XYZ 72 721 null ] >> endobj 3574 0 obj << /Prev 3575 0 R /Count 0 /Title (Note: When a statement or statements are attributed to a named spokesperson of an organization, the .Type .of .Source .is .Named .Person..But.when .the .spokesperson .is .not.named,.and .the organization. is. named, \(e.g. "an. Exxon. Mobil spokesperson. said.."\) it is. a Named Organization. type of source. It is. not an. Unnamed. Person. type. of source. ) /Dest [ 533 0 R /XYZ 72 656 null ] /Next 3576 0 R /Parent 2951 0 R >> endobj 3576 0 obj << /First 3577 0 R /Count 1 /Prev 3578 0 R /Last 3579 0 R /Title (An. original or. authentic document issued. by. an. authoritative. organization. or. person. for that field, jurisdiction or expertise. It is usually accessible by the public. online or may be retrieved. in. return. for. a. public. records. request. The. document may. itself be. a. full webpage. or. PDF or. other. portable. format. It may. be. attributed. through. a URL. inline. in. the. article. However, when. documents. sent to. a reporter. are. part of internal material in. an. organization, such. as. em) /Next 3580 0 R /Parent 2951 0 R /Dest [ 533 0 R /XYZ 72 576 null ] >> endobj 3580 0 obj << /First 3581 0 R /Count 1 /Prev 3582 0 R /Last 3583 0 R /Title (An. anonymous. source. is. a person, known. by. name. and. identity. to. the. reporter. and. often. the. reporter's. editor, but the. name. is. being. withheld. from inclusion. in. the. article. as. a. named source before its. publication. You. may. see the reporter. disclose this. in. the. story, that they .spoke .to .the .person ."on .condition .of .anonymity",.or .that.they .were .offered .anonymity .to discuss. sensitive. matters. This. source. may. have. been. present at meetings. where. sensitive. del) /Next 3584 0 R /Parent 2951 0 R /Dest [ 533 0 R /XYZ 72 399 null ] >> endobj 3584 0 obj << /Prev 3585 0 R /Count 0 /Title (In .journalism .ethics,.the .reporter .may .offer .anonymity .to .the .source .if.the .reporter .believes .or concludes. that the. source's. life. or. career/job. or. family. members. lives, etc., might be. in. jeopardy. or. that.they .might.face .retaliation .or .retribution..An .unnamed. spokesperson. or. official of a named. organization. is. not an. anonymous. source. ) /Dest [ 533 0 R /XYZ 72 172 null ] /Next 3586 0 R /Parent 2951 0 R >> endobj 3586 0 obj << /First 3587 0 R /Count 1 /Prev 3588 0 R /Last 3589 0 R /Title (Unlike. the. type. Anonymous Source, in this case. a journalist sometimes attributes. statements, claims, utterances, comments, or. other. information. to an. unnamed individual, but. there is no language in the text. disclosing that. the person is "known". to the reporter. and/or. asked for. anonymity. \(i.e. to not be named\). Examples. may. be a. police officer. saying. or. doing. something. during. a. law enforcement, but the. reporter. has. not named. the. person, just attributing. the .statement.to ."po) /Next 3590 0 R /Parent 2951 0 R /Dest [ 543 0 R /XYZ 72 705 null ] >> endobj 3590 0 obj << /First 3591 0 R /Count 1 /Prev 3592 0 R /Last 3593 0 R /Title (Sometimes. a. reporter. may. attribute. a. statement or. statements. to a. group. of. people. who are. saying. or. expressing. or. advocating. for. something. as. a. group. We. call this. type .of .source,.Unnamed .Group .of .People..An .Unnamed .Group .of .People .source .is .a .group .the journalist has. witnessed. on. the. ground. or. online. or. at a. meeting. or. had. access. to. the. group. of. people. otherwise. The. group. may. be. a. professional group, like. "consultants", or. "investigators", wit) /Next 3594 0 R /Parent 2951 0 R /Dest [ 543 0 R /XYZ 72 544 null ] >> endobj 3594 0 obj << /Prev 3595 0 R /Count 0 /Title (Note 1: Do not confuse them. with the Anonymous Source type. Anonymous Sources are individuals who. ask for anonymity from the. journalist and. are. granted. that. An Unnamed. Group of People-type source. are. not people. who. asked. for. anonymity. from the. reporter. ) /Dest [ 543 0 R /XYZ 72 366 null ] /Next 3596 0 R /Parent 2951 0 R >> endobj 3596 0 obj << /Prev 3597 0 R /Count 0 /Title (Note 2: A document sent by a source to a journalist may contain references to groups of people saying. something. That is. not an. example. of an. Unnamed. Group. of People. source. The. document is. the .source .since .the .reporter .is .citing .the .document. ) /Dest [ 543 0 R /XYZ 72 301 null ] /Next 3598 0 R /Parent 2951 0 R >> endobj 3598 0 obj << /Prev 3599 0 R /Count 0 /Title (Note 3: When reporters attribute a statement or statements to unnamed "officials" or a "spokesperson". or "lawyers". of. a. named organization, the type of. source is Named Organization. It is not. an Anonymous Source or Unnamed Person or Unnamed Group of. People..The .Name .of .Source is the named organization. e.g. if. "San Mateo County officials". are cited, the type of. source is not. Unnamed. Group of People, it is Named. Organization and. the. Name. of Source. would. be. "San Mateo. County". ) /Dest [ 543 0 R /XYZ 72 237 null ] /Next 3600 0 R /Parent 2951 0 R >> endobj 3600 0 obj << /First 3601 0 R /Count 1 /Prev 3602 0 R /Last 3603 0 R /Title (Every. statement in. a. story. that the. reporter. would. NOT have. been. able. to. put in without. drawing. or receiving. the content. or part. of. the content. from one or more sources. Sourced Statements. are. actual text lines. in. the. article. that reporters. have. attributed to .a .source.. Sourced statements. may. contain. quotes. or. indirect speech. They. may. include. viewpoints, experiences, criticism, questioning, advising, support or. other. expressions. from a source. They. are. often. but no) /Next 3604 0 R /Parent 2951 0 R /Dest [ 552 0 R /XYZ 72 721 null ] >> endobj 3604 0 obj << /Prev 3605 0 R /Count 0 /Title (Note 1: A common practice in news writing is a reporter attributes the first statement in a paragraph. to. a. source. But one. or. more. lines. after. that will draw from the. same. source. without citing. it each time. It's. implicit. See. these. two examples: ) /Dest [ 552 0 R /XYZ 72 462 null ] /Next 3606 0 R /Parent 2951 0 R >> endobj 3606 0 obj << /Prev 3607 0 R /Count 0 /Title (Example. 1: "At least 14. states. have. introduced. proposals. this. year. focused. on. restoration. of voting. rights, according. to. the. Brennan. Center. for. Justice. An. Oregon. proposal would. allow felons. to. vote. while. incarcerated. A. Tennessee. bill would. automatically restore. voting. rights. once. a. sentence. is. completed, except for. a. small group. of. crimes. Texas. legislation. would restore. voting. rights. to those. on. probation. or. parole." - In .this .example .the .first.line .is) /Dest [ 552 0 R /XYZ 72 398 null ] /Next 3608 0 R /Parent 2951 0 R >> endobj 3608 0 obj << /Prev 3609 0 R /Count 0 /Title (Example. 2: "In. Nebraska, nearly. 18,000. people. are. unable. to. vote. because. of felony. convictions, said. The. Sentencing. Project's. director. of advocacy, Nicole. Porter. That includes. 7,072. who. fall under. the. two-year. wait requirement and. are. currently. unable. to. cast a. ballot. The. rest have. not completed their. full sentences.". - Here too, the second line is not being explicitly attributed to Nicole Porter, but she is the source for it. ) /Dest [ 552 0 R /XYZ 72 269 null ] /Next 3610 0 R /Parent 2951 0 R >> endobj 3610 0 obj << /Prev 3611 0 R /Count 0 /Title (Note 2: A ethical practice \(transparency\) in news writing is the reporter discloses that source was contacted for. comment, but "did not return. calls", or. "did not respond by. deadline", or. "declined comment", or. "did not respond to emails". When. these. in. a. story, they. are. not sourced. statements, but disclosures. Do NOT list them as. sourced statements. ) /Dest [ 552 0 R /XYZ 72 172 null ] /Next 3612 0 R /Parent 2951 0 R >> endobj 3612 0 obj << /Prev 3613 0 R /Count 0 /Title (Note 3: Occasionally a reporter may have a single statement with attributions to multiple valid sources. When. analyzing. such. a. sentence. \(statement\), it helpful to. create. multiple. \(copied\). instances of. Sourced Statements, and assign one each to each of. the sources. See. this. example: "During. the meeting, Fulton County Commissioner Lisa. Wheeler and City of. Atlanta. Public. Works Department director Tom. Nicol endorsed it and two restaurants association representatives spoke about its. steep. co) /Dest [ 561 0 R /XYZ 72 720 null ] /Next 3614 0 R /Parent 2951 0 R >> endobj 3614 0 obj << /First 3615 0 R /Count 1 /Prev 3616 0 R /Last 3617 0 R /Title (Name of Source applies to the following types of sources: Named Person, Named Organization. and. Document. For. Named. Person. and. Named. Organization. types, it is. the. person. or. organization's. full name. This. is. identifiable. as. a proper. noun. in. the. article. When. a. source. is. referred. to. using. a. generic. designation. such. as. "spokesperson" or. "representative" or. "officials" from a. named organization, the name of. the source is the name of. the organization. When the source. is. a. ) /Next 3618 0 R /Parent 2951 0 R /Dest [ 561 0 R /XYZ 72 576 null ] >> endobj 3618 0 obj << /First 3619 0 R /Count 1 /Prev 3620 0 R /Last 3621 0 R /Title (The. words defining or designating the. formal position of power, authority, responsibility, expertise. and/or. leadership. held. by. the. Named. Person. source, including. where. the. position. is. held. E.g. "Assistant Director, Marketing, XYZ Foundation" is. a. valid. Title of. Source. Terms like. Director, Mayor, Vice. President, President, Secretary, Treasurer, Board. Member, Professor, Provost, Principal, Congresswoman, Senator, Chief of Police, General Counsel, Spokesperson, Analyst, etc., are. all v) /Next 3622 0 R /Parent 2951 0 R /Dest [ 561 0 R /XYZ 72 399 null ] >> endobj 3622 0 obj << /Prev 3623 0 R /Count 0 /Title (Note 1: Characterizations or designations like team. member, player, senior, sophomore, junior, freshman, activist, protestor, attendee, participant, eyewitness, etc. are NOT titles. They are meant to .factually .portray .the .source .and .how .they .are .connected to .an .issue,.organization .or .community by. virtue. or. enrollment, membership, actions. taken, etc. It does. not mean. they. are. in. a. position. of. power. or. authority. or. expertise. Likewise, occupations. in. the. trades. like. carpente) /Dest [ 561 0 R /XYZ 72 221 null ] /Next 3624 0 R /Parent 2951 0 R >> endobj 3624 0 obj << /Prev 3625 0 R /Count 0 /Title (Note 2: Titles are often held at organizations, but the organization names are not Source Justifications. They. are part of. the Title of. Source. For. instance, "Jane Doe, director, the Brennan. Center", "John Done, Executive Director, The Sentencing Project", or. "Radha Kumar, the. student anti-racism network" are. all valid. full Title. of Source. values. The. organization. names. are. not valid. Source. Justifications. in. and off. themselves. See. the. Source. Justification. definition. below. ) /Dest [ 570 0 R /XYZ 72 720 null ] /Next 3626 0 R /Parent 2951 0 R >> endobj 3626 0 obj << /Prev 3627 0 R /Count 0 /Title (Note 3: For anonymous sources, the Title of Source may or may not be in the story and only the association. or. justification. for. inclusion. in. the story. may. be mentioned. ) /Dest [ 570 0 R /XYZ 72 624 null ] /Next 3628 0 R /Parent 2951 0 R >> endobj 3628 0 obj << /Prev 3629 0 R /Count 0 /Title (Note 4: For Named Organizations and Document sources, the title of source does not apply. ) /Dest [ 570 0 R /XYZ 72 575 null ] /Next 3630 0 R /Parent 2951 0 R >> endobj 3630 0 obj << /Prev 3631 0 R /Count 0 /Title (Note 5: Journalism. ethics encourages reporters to include the voices of everyday people and people who, in that story's context are. NOT. being quoted. for their formal positions of authority or power. Such Named Person. sources. will usually. not have. a. formal Title. Of Source. ) /Dest [ 570 0 R /XYZ 72 543 null ] /Next 3632 0 R /Parent 2951 0 R >> endobj 3632 0 obj << /First 3633 0 R /Count 1 /Prev 3634 0 R /Last 3635 0 R /Title (This refers to. any additional source. characterization, context, explanation that.justifies .to .the .reader .why .the .source .is .in .the .story .or .that.section .of .the .story,.how .they .are connected to the. story. and/or. to other. sources. in. the. story. Any. of. the. six. defined. types. of sources. may have such justifications and explanations present. It may be a few words, a part of a sentence, multiple sentences, or a full paragraph. Sometimes the source justification is part of the source's) /Next 3636 0 R /Parent 2951 0 R /Dest [ 570 0 R /XYZ 72 479 null ] >> endobj 3636 0 obj << /Prev 3637 0 R /Count 0 /Title (APPENDIX 2: LLMs user prompt ) /Dest [ 579 0 R /XYZ 72 723 null ] /Next 3638 0 R /Parent 2951 0 R >> endobj 3638 0 obj << /Prev 3639 0 R /Count 0 /Title (\(Note:. Instructions. given. to human. annotators. are exactly. the same in. content and steps, except they .directly .populate .spreadsheets .with .the .data .extracted.\) ) /Dest [ 579 0 R /XYZ 72 681 null ] /Next 3640 0 R /Parent 2951 0 R >> endobj 3640 0 obj << /Prev 3641 0 R /Count 0 /Title (INSTRUCTIONS ) /Dest [ 579 0 R /XYZ 72 633 null ] /Next 3642 0 R /Parent 2951 0 R >> endobj 3642 0 obj << /Prev 3643 0 R /Count 0 /Title (Read. the. attached. news. article. carefully. Apply. the. instructions. below. only. on. the. attached. news. article. \(Ignore the subtitle text if. it exists\). Follow ALL the steps. below to extract the full list of. Sourced Statements. in. the. article. For. each Sourced Statement, extract the Name of. Source, Type of. Source, Title. of. Source, and Source. Justification. ) /Dest [ 579 0 R /XYZ 72 600 null ] /Next 3644 0 R /Parent 2951 0 R >> endobj 3644 0 obj << /First 3645 0 R /Count 90 /Prev 3646 0 R /Last 3647 0 R /Title (1. ) /Next 3648 0 R /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 520 null ] >> endobj 3648 0 obj << /Prev 3649 0 R /Count 0 /Title ({ ) /Dest [ 587 0 R /XYZ 72 221 null ] /Next 3650 0 R /Parent 2951 0 R >> endobj 3650 0 obj << /First 3651 0 R /Count 2 /Prev 3652 0 R /Last 3653 0 R /Title ("Sourcing. Table":[. ) /Next 3654 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 74 205 null ] >> endobj 3654 0 obj << /First 3655 0 R /Count 2 /Prev 3656 0 R /Last 3657 0 R /Title ({ ) /Next 3658 0 R /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 462 null ] >> endobj 3658 0 obj << /First 3659 0 R /Count 2 /Prev 3660 0 R /Last 3661 0 R /Title ({ ) /Next 3662 0 R /Parent 2951 0 R /Dest [ 594 0 R /XYZ 87 430 null ] >> endobj 3662 0 obj << /Prev 3663 0 R /Count 0 /Title ("Type of. Source". :. "string", "Name of. Source":. "string", "Title of. Source":. "string", "Source Justification":. "string" }, { "Sourced Statement":. "string", "Type of. Source". :. "string", "Name of. Source":. "string", "Title of. Source":. "string", "Source Justification":. "string" }, { "Sourced Statement":. "string", "Type of. Source". :. "string", "Name of. Source":. "string", "Title of. Source":. "string", ) /Dest [ 594 0 R /XYZ 84 398 null ] /Next 3664 0 R /Parent 2951 0 R >> endobj 3664 0 obj << /First 3665 0 R /Count 2 /Prev 3666 0 R /Last 3667 0 R /Title ("Source Justification":. "string" ) /Next 3668 0 R /Parent 2951 0 R /Dest [ 594 0 R /XYZ 87 124 null ] >> endobj 3668 0 obj << /First 3669 0 R /Count 2 /Prev 3670 0 R /Last 3671 0 R /Title (] ) /Next 3672 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 74 720 null ] >> endobj 3672 0 obj << /Prev 3673 0 R /Count 0 /Title (Do not print or provide any other analysis. We need a valid JSON. format that can be parsed to convert to CSV. Give. me. no other. text but the. JSON. ) /Dest [ 601 0 R /XYZ 72 656 null ] /Next 3674 0 R /Parent 2951 0 R >> endobj 3674 0 obj << /Prev 3675 0 R /Count 0 /Title (END OF. INSTRUCTIONS. ) /Dest [ 601 0 R /XYZ 72 608 null ] /Next 3676 0 R /Parent 2951 0 R >> endobj 3676 0 obj << /Prev 3677 0 R /Count 0 /Title (APPENDIX 3: A full LLM annotation example for a news story in JSON format. ) /Dest [ 601 0 R /XYZ 72 570 null ] /Next 3678 0 R /Parent 2951 0 R >> endobj 3678 0 obj << /First 3679 0 R /Count 8 /Prev 3680 0 R /Last 3681 0 R /Title (\() /Next 3682 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 72 501 null ] >> endobj 3682 0 obj << /Prev 3683 0 R /Count 0 /Title (Claude. Sonet 4. output: ) /Dest [ 601 0 R /XYZ 72 453 null ] /Next 3684 0 R /Parent 2951 0 R >> endobj 3684 0 obj << /Prev 3685 0 R /Count 0 /Title ({ ) /Dest [ 601 0 R /XYZ 72 436 null ] /Next 3686 0 R /Parent 2951 0 R >> endobj 3686 0 obj << /Prev 3687 0 R /Count 0 /Title ("Sourcing. Table":[. ) /Dest [ 601 0 R /XYZ 74 420 null ] /Next 3688 0 R /Parent 2951 0 R >> endobj 3688 0 obj << /Prev 3689 0 R /Count 0 /Title ({ ) /Dest [ 601 0 R /XYZ 87 404 null ] /Next 3690 0 R /Parent 2951 0 R >> endobj 3690 0 obj << /Prev 3691 0 R /Count 0 /Title ("Sourced Statement":. "Despite telling. her not to touch it, Wilburn said the girl \\"grabbed\\". her hair.", ) /Dest [ 601 0 R /XYZ 72 388 null ] /Next 3692 0 R /Parent 2951 0 R >> endobj 3692 0 obj << /First 3693 0 R /Count 3 /Prev 3694 0 R /Last 3695 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3696 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 86 355 null ] >> endobj 3696 0 obj << /Prev 3697 0 R /Count 0 /Title ("Source Justification":. "A senior at North Country Union High School in Newport, Wilburn, 17;. a. leader .with .the .Vermont.Student.Anti-Racism Network" ) /Dest [ 601 0 R /XYZ 72 307 null ] /Next 3698 0 R /Parent 2951 0 R >> endobj 3698 0 obj << /Prev 3699 0 R /Count 0 /Title (}, ) /Dest [ 601 0 R /XYZ 86 275 null ] /Next 3700 0 R /Parent 2951 0 R >> endobj 3700 0 obj << /Prev 3701 0 R /Count 0 /Title ({ ) /Dest [ 601 0 R /XYZ 84 259 null ] /Next 3702 0 R /Parent 2951 0 R >> endobj 3702 0 obj << /Prev 3703 0 R /Count 0 /Title ("Sourced Statement":. "\\"She then told me that I. felt like a. sheep and she imitated the noises of. one,\\". said Wilburn, a. leader with the Vermont Student Anti-Racism Network.", ) /Dest [ 601 0 R /XYZ 72 243 null ] /Next 3704 0 R /Parent 2951 0 R >> endobj 3704 0 obj << /First 3705 0 R /Count 3 /Prev 3706 0 R /Last 3707 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3708 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 86 210 null ] >> endobj 3708 0 obj << /Prev 3709 0 R /Count 0 /Title ("Source Justification":. "A senior at North Country Union High School in Newport, Wilburn, 17;. a. leader .with .the .Vermont.Student.Anti-Racism Network" ) /Dest [ 601 0 R /XYZ 72 162 null ] /Next 3710 0 R /Parent 2951 0 R >> endobj 3710 0 obj << /Prev 3711 0 R /Count 0 /Title (}, ) /Dest [ 601 0 R /XYZ 86 130 null ] /Next 3712 0 R /Parent 2951 0 R >> endobj 3712 0 obj << /Prev 3713 0 R /Count 0 /Title ({ ) /Dest [ 601 0 R /XYZ 84 114 null ] /Next 3714 0 R /Parent 2951 0 R >> endobj 3714 0 obj << /Prev 3715 0 R /Count 0 /Title ("Sourced Statement":. "Once, when she was wearing. a. head covering. because she was in the midst of braiding her hair, Wilburn said a student pulled it off and ran away in the school hall.", ) /Dest [ 615 0 R /XYZ 72 720 null ] /Next 3716 0 R /Parent 2951 0 R >> endobj 3716 0 obj << /First 3717 0 R /Count 3 /Prev 3718 0 R /Last 3719 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3720 0 R /Parent 2951 0 R /Dest [ 615 0 R /XYZ 87 688 null ] >> endobj 3720 0 obj << /Prev 3721 0 R /Count 0 /Title ("Source Justification":. "A senior at North Country Union High School in Newport, Wilburn, 17;. a. leader .with .the .Vermont.Student.Anti-Racism Network" ) /Dest [ 615 0 R /XYZ 72 640 null ] /Next 3722 0 R /Parent 2951 0 R >> endobj 3722 0 obj << /Prev 3723 0 R /Count 0 /Title (}, ) /Dest [ 615 0 R /XYZ 87 608 null ] /Next 3724 0 R /Parent 2951 0 R >> endobj 3724 0 obj << /Prev 3725 0 R /Count 0 /Title ({ ) /Dest [ 615 0 R /XYZ 84 592 null ] /Next 3726 0 R /Parent 2951 0 R >> endobj 3726 0 obj << /First 3727 0 R /Count 4 /Prev 3728 0 R /Last 3729 0 R /Title ("Sourced Statement":. "\\"Later in the day, someone took. it off. me,\\". she said.", ) /Next 3730 0 R /Parent 2951 0 R /Dest [ 615 0 R /XYZ 89 575 null ] >> endobj 3730 0 obj << /Prev 3731 0 R /Count 0 /Title ("Source Justification":. "A senior at North Country Union High School in Newport, Wilburn, 17;. a. leader .with .the .Vermont.Student.Anti-Racism Network" ) /Dest [ 615 0 R /XYZ 72 511 null ] /Next 3732 0 R /Parent 2951 0 R >> endobj 3732 0 obj << /Prev 3733 0 R /Count 0 /Title (}, ) /Dest [ 615 0 R /XYZ 87 479 null ] /Next 3734 0 R /Parent 2951 0 R >> endobj 3734 0 obj << /Prev 3735 0 R /Count 0 /Title ({ ) /Dest [ 615 0 R /XYZ 84 462 null ] /Next 3736 0 R /Parent 2951 0 R >> endobj 3736 0 obj << /Prev 3737 0 R /Count 0 /Title ("Sourced Statement":. "\\"I. wouldn't be scared of. going. out with a. bonnet or a. head wrap if. this bill was. in. place. at the. time. of. these. incidents,\\". she said in an email.", ) /Dest [ 615 0 R /XYZ 72 446 null ] /Next 3738 0 R /Parent 2951 0 R >> endobj 3738 0 obj << /First 3739 0 R /Count 3 /Prev 3740 0 R /Last 3741 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3742 0 R /Parent 2951 0 R /Dest [ 615 0 R /XYZ 87 414 null ] >> endobj 3742 0 obj << /Prev 3743 0 R /Count 0 /Title ("Source Justification":. "A senior at North Country Union High School in Newport, Wilburn, 17;. a. leader .with .the .Vermont.Student.Anti-Racism Network" ) /Dest [ 615 0 R /XYZ 72 366 null ] /Next 3744 0 R /Parent 2951 0 R >> endobj 3744 0 obj << /Prev 3745 0 R /Count 0 /Title (}, ) /Dest [ 615 0 R /XYZ 87 334 null ] /Next 3746 0 R /Parent 2951 0 R >> endobj 3746 0 obj << /Prev 3747 0 R /Count 0 /Title ({ ) /Dest [ 615 0 R /XYZ 84 317 null ] /Next 3748 0 R /Parent 2951 0 R >> endobj 3748 0 obj << /Prev 3749 0 R /Count 0 /Title (\000"\000S\000o\000u\000r\000c\000e\000d\000 \000S\000t\000a\000t\000e\000m\000e\000n\000t\000"\000:\000.\000 \000"\000A\000d\000d\000i\000e\000 \000L\000e\000n\000t\000z\000n\000e\000r\000,\000 \000e\000x\000e\000c\000u\000t\000i\000v\000e\000 \000d\000i\000r\000e\000c\000t\000o\000r\000 \000o\000f\000.\000 \000t\000h\000e\000 \000s\000t\000u\000d\000e\000n\000t\000 \000a\000n\000t\000i\000-\000r\000a\000c\000i\000s\000m\000 \000n\000e\000t\000w\000o\000r\000k\000,\000 \000s\000a\000i\000d\000.\000 \000s\000h\000e\000.\000 \000h\000a\000s\000.\000 \000s\000e\000e\000n\000.\000 \000h\000a\000i\000r\000.\000 \000d\000i\000s\000c\000r\000i\000m\000i\000n\000a\000t\000i\000o\000n\000.\000 \000i\000n\000.\000 \000s\000c\000h\000o\000o\000l\000s\000.\000 \024\000 \000n\000o\000t\000 \000j\000u\000s\000t\000 \000i\000n\000.\000 \000p\000o\000l\000i\000c\000i\000e\000s\000.\000 \000a\000n\000d\000.\000 \000n\000o\000r\000m\000s\000.\000 \000b\000u\000t\000 \000a\000l\000s\000o\000.\000 \000i\000n\000.\000 \000t\000h\000e\000.\000 \000f\000o\000r\000m\000 \000o\000f\000.\000 \000m\000i\000c\000r\000o\000a\000g\000g\000r\000e\000s\000s\000i\000o\000n\000s\000 \000a\000n\000d\000 \000r\000a\000c\000i\000a\000l\000 \000b\000i\000a\000s\000.\000"\000,\000 ) /Dest [ 615 0 R /XYZ 72 301 null ] /Next 3750 0 R /Parent 2951 0 R >> endobj 3750 0 obj << /First 3751 0 R /Count 4 /Prev 3752 0 R /Last 3753 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3754 0 R /Parent 2951 0 R /Dest [ 615 0 R /XYZ 86 253 null ] >> endobj 3754 0 obj << /Prev 3755 0 R /Count 0 /Title (}, { ) /Dest [ 615 0 R /XYZ 84 188 null ] /Next 3756 0 R /Parent 2951 0 R >> endobj 3756 0 obj << /Prev 3757 0 R /Count 0 /Title ("Sourced Statement":. "\\"I. think. it's a. huge problem in our schools and this bill would help address. it,\\". Lentzner said.", ) /Dest [ 615 0 R /XYZ 72 156 null ] /Next 3758 0 R /Parent 2951 0 R >> endobj 3758 0 obj << /First 3759 0 R /Count 2 /Prev 3760 0 R /Last 3761 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3762 0 R /Parent 2951 0 R /Dest [ 615 0 R /XYZ 86 124 null ] >> endobj 3762 0 obj << /First 3763 0 R /Count 4 /Prev 3764 0 R /Last 3765 0 R /Title ("Title of. Source":. "executive director of. the student anti-racism network", ) /Next 3766 0 R /Parent 2951 0 R /Dest [ 622 0 R /XYZ 87 720 null ] >> endobj 3766 0 obj << /Prev 3767 0 R /Count 0 /Title ("Sourced Statement":. "Modeled after language promoted as the CROWN Act and already enacted. in. 23. other. states, including. New. York and. Maine, the. bill aims. to. prevent \\"an erasure and minimization of the experiences of marginalized people,\\". particularly. Black. and brown. people, Rep. Saudia LaMont, D-Morristown, said. during a preliminary vote on the bill Tuesday.", ) /Dest [ 622 0 R /XYZ 72 656 null ] /Next 3768 0 R /Parent 2951 0 R >> endobj 3768 0 obj << /First 3769 0 R /Count 5 /Prev 3770 0 R /Last 3771 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3772 0 R /Parent 2951 0 R /Dest [ 622 0 R /XYZ 87 592 null ] >> endobj 3772 0 obj << /Prev 3773 0 R /Count 0 /Title ({ ) /Dest [ 622 0 R /XYZ 84 511 null ] /Next 3774 0 R /Parent 2951 0 R >> endobj 3774 0 obj << /Prev 3775 0 R /Count 0 /Title ("Sourced Statement":. "She cited a. 2023 study that found 66% of. Black. girls in predominantly white. schools and. 44% of Black girls in all schools report experiencing hair discrimination, and. that the .experiences .typically .happen .before .they .are .10.", ) /Dest [ 622 0 R /XYZ 72 495 null ] /Next 3776 0 R /Parent 2951 0 R >> endobj 3776 0 obj << /First 3777 0 R /Count 5 /Prev 3778 0 R /Last 3779 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3780 0 R /Parent 2951 0 R /Dest [ 622 0 R /XYZ 87 446 null ] >> endobj 3780 0 obj << /Prev 3781 0 R /Count 0 /Title ({ ) /Dest [ 622 0 R /XYZ 84 366 null ] /Next 3782 0 R /Parent 2951 0 R >> endobj 3782 0 obj << /Prev 3783 0 R /Count 0 /Title ("Sourced Statement":. "For her daughter, she said, it first occurred in pre-school. While. picking. up. her. daughter. one. afternoon. she. said. she. was. dismayed. to. find. her. wearing. a. stop. sign. on. her. chest that read, \\"Please ask. to touch my hair.\\"", ) /Dest [ 622 0 R /XYZ 72 350 null ] /Next 3784 0 R /Parent 2951 0 R >> endobj 3784 0 obj << /First 3785 0 R /Count 4 /Prev 3786 0 R /Last 3787 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3788 0 R /Parent 2951 0 R /Dest [ 622 0 R /XYZ 87 301 null ] >> endobj 3788 0 obj << /Prev 3789 0 R /Count 0 /Title (}, { ) /Dest [ 622 0 R /XYZ 84 237 null ] /Next 3790 0 R /Parent 2951 0 R >> endobj 3790 0 obj << /Prev 3791 0 R /Count 0 /Title ("Sourced Statement":. "A teacher explained that her daughter was reacting. to several instances of students. touching and. petting her. hair. without her. consent, LaMont continued. \\"So it was in fact my 4-year-old's. idea to. make. a sign. as. a signal to. her peers. to. stop. violating. her. body. and. personal space,\\". she said.", ) /Dest [ 622 0 R /XYZ 72 205 null ] /Next 3792 0 R /Parent 2951 0 R >> endobj 3792 0 obj << /First 3793 0 R /Count 4 /Prev 3794 0 R /Last 3795 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3796 0 R /Parent 2951 0 R /Dest [ 622 0 R /XYZ 87 140 null ] >> endobj 3796 0 obj << /Prev 3797 0 R /Count 0 /Title (}, { ) /Dest [ 629 0 R /XYZ 84 704 null ] /Next 3798 0 R /Parent 2951 0 R >> endobj 3798 0 obj << /Prev 3799 0 R /Count 0 /Title ("Sourced Statement":. "In another incident, her daughter's dance teacher asked to have her recently. installed. braids. taken. out so. the. child's. hair. could. be. put up. in. a. bun. to. look. like. the. majority of the other white kids in the class.", ) /Dest [ 629 0 R /XYZ 72 672 null ] /Next 3800 0 R /Parent 2951 0 R >> endobj 3800 0 obj << /First 3801 0 R /Count 6 /Prev 3802 0 R /Last 3803 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3804 0 R /Parent 2951 0 R /Dest [ 629 0 R /XYZ 87 624 null ] >> endobj 3804 0 obj << /Prev 3805 0 R /Count 0 /Title ("Sourced Statement":. "LaMont outlined to her House colleagues on Tuesday the ways in which caring. for. Black. hair. is. a. process. It can. take. a. day. to wash, dry. and detangle. and protective. styling, such. as. box braids. or. twists, can. involve. 8. to. 22. hours. of work.", ) /Dest [ 629 0 R /XYZ 72 527 null ] /Next 3806 0 R /Parent 2951 0 R >> endobj 3806 0 obj << /First 3807 0 R /Count 6 /Prev 3808 0 R /Last 3809 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3810 0 R /Parent 2951 0 R /Dest [ 629 0 R /XYZ 87 479 null ] >> endobj 3810 0 obj << /Prev 3811 0 R /Count 0 /Title ("Sourced Statement":. "The bill is important, she said then, because \\"hair type, textures, styles, protective. hairstyles\\". are \\"a. symbol of. one's identity and ability to show up authentically,\\". which. includes \\"the freedom to take pride in one's appearance. in. ways. people. choose. that feels. in. alignment with the traits. that are associated with their. race \(and\). improves. confidence, self. esteem, dignity. and. respect.\\"", ) /Dest [ 629 0 R /XYZ 72 382 null ] /Next 3812 0 R /Parent 2951 0 R >> endobj 3812 0 obj << /First 3813 0 R /Count 4 /Prev 3814 0 R /Last 3815 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3816 0 R /Parent 2951 0 R /Dest [ 629 0 R /XYZ 87 301 null ] >> endobj 3816 0 obj << /Prev 3817 0 R /Count 0 /Title (}, { ) /Dest [ 629 0 R /XYZ 84 237 null ] /Next 3818 0 R /Parent 2951 0 R >> endobj 3818 0 obj << /Prev 3819 0 R /Count 0 /Title ("Sourced Statement":. "Black. women's hair is more likely to be perceived as unprofessional, she said, citing. surveys. Many. of them feel they. must wear. their. hair. straight in. a. job. interview and. report being. sent home. or. denied. a. job. because. of their. hair. The. same. kind. of assumptions. are. used. to. prevent students. with. certain. hairstyles. from engaging. in. sports. and. other. activities, she. added.", ) /Dest [ 629 0 R /XYZ 72 205 null ] /Next 3820 0 R /Parent 2951 0 R >> endobj 3820 0 obj << /First 3821 0 R /Count 2 /Prev 3822 0 R /Last 3823 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3824 0 R /Parent 2951 0 R /Dest [ 629 0 R /XYZ 87 124 null ] >> endobj 3824 0 obj << /First 3825 0 R /Count 4 /Prev 3826 0 R /Last 3827 0 R /Title ("Title of. Source":. "Rep., D-Morristown", ) /Next 3828 0 R /Parent 2951 0 R /Dest [ 636 0 R /XYZ 87 720 null ] >> endobj 3828 0 obj << /Prev 3829 0 R /Count 0 /Title ("Sourced Statement":. "\\"Hair and head coverings do not determine behavior, capacity or competency. and people. should not be. penalized, discriminated against or. treated as. such,\\". she said.", ) /Dest [ 636 0 R /XYZ 72 656 null ] /Next 3830 0 R /Parent 2951 0 R >> endobj 3830 0 obj << /First 3831 0 R /Count 6 /Prev 3832 0 R /Last 3833 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3834 0 R /Parent 2951 0 R /Dest [ 636 0 R /XYZ 87 608 null ] >> endobj 3834 0 obj << /Prev 3835 0 R /Count 0 /Title ("Sourced Statement":. "Hair discrimination is degrading, disrespectful and invades people's privacy. in. deep. ways, said. one. of the. bill's. primary. sponsors, Rep. Kevin. \\"Coach\\". Christie, D-Hartford. He pointed to incidents of it nationwide that have challenged. athletes, students. and. teachers.", ) /Dest [ 636 0 R /XYZ 72 511 null ] /Next 3836 0 R /Parent 2951 0 R >> endobj 3836 0 obj << /First 3837 0 R /Count 5 /Prev 3838 0 R /Last 3839 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3840 0 R /Parent 2951 0 R /Dest [ 636 0 R /XYZ 87 446 null ] >> endobj 3840 0 obj << /Prev 3841 0 R /Count 0 /Title ({ ) /Dest [ 636 0 R /XYZ 84 366 null ] /Next 3842 0 R /Parent 2951 0 R >> endobj 3842 0 obj << /Prev 3843 0 R /Count 0 /Title ("Sourced Statement":. "\\"It seems like a. small bill but in actuality, it's another big. block. in the foundation of. equity in the state,\\". Christie said, adding. that it pains him when families choose to leave .Vermont.after .facing .racial.bullying,.hazing. and harassment.", ) /Dest [ 636 0 R /XYZ 72 350 null ] /Next 3844 0 R /Parent 2951 0 R >> endobj 3844 0 obj << /First 3845 0 R /Count 4 /Prev 3846 0 R /Last 3847 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3848 0 R /Parent 2951 0 R /Dest [ 636 0 R /XYZ 87 301 null ] >> endobj 3848 0 obj << /Prev 3849 0 R /Count 0 /Title (}, { ) /Dest [ 636 0 R /XYZ 84 237 null ] /Next 3850 0 R /Parent 2951 0 R >> endobj 3850 0 obj << /Prev 3851 0 R /Count 0 /Title ("Sourced Statement":. "Representing. Vermont's most diverse community, Rep. Daisy Berbeco, D-Winooski, also a sponsor, told VTDigger the bill is an important step in advancing equity and \\"a. step. in. the. right direction. towards. people. feeling. safe. and. welcome. in our state, no. matter where. they .are .in .Vermont.\\"", ) /Dest [ 636 0 R /XYZ 72 205 null ] /Next 3852 0 R /Parent 2951 0 R >> endobj 3852 0 obj << /First 3853 0 R /Count 3 /Prev 3854 0 R /Last 3855 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3856 0 R /Parent 2951 0 R /Dest [ 636 0 R /XYZ 87 140 null ] >> endobj 3856 0 obj << /Prev 3857 0 R /Count 0 /Title ("Source Justification":. "Representing. Vermont's most diverse community;. also a. sponsor" }, { ) /Dest [ 643 0 R /XYZ 84 720 null ] /Next 3858 0 R /Parent 2951 0 R >> endobj 3858 0 obj << /Prev 3859 0 R /Count 0 /Title ("Sourced Statement":. "Rep. Mike Mrowicki, D-Putney, another. bill sponsor, said. he. has. heard. from constituents who have faced discrimination due to their hair.", ) /Dest [ 643 0 R /XYZ 72 672 null ] /Next 3860 0 R /Parent 2951 0 R >> endobj 3860 0 obj << /First 3861 0 R /Count 5 /Prev 3862 0 R /Last 3863 0 R /Title ("Type of. Source". :. "Named Person", ) /Next 3864 0 R /Parent 2951 0 R /Dest [ 643 0 R /XYZ 87 640 null ] >> endobj 3864 0 obj << /Prev 3865 0 R /Count 0 /Title ({ ) /Dest [ 643 0 R /XYZ 84 559 null ] /Next 3866 0 R /Parent 2951 0 R >> endobj 3866 0 obj << /Prev 3867 0 R /Count 0 /Title ("Sourced Statement":. "With the population and demographic. of. Vermont fast changing, this bill is a. common sense effort. to make sure that. residents are not. ostracized or mistreated because of. who. they are, he. said.", ) /Dest [ 643 0 R /XYZ 72 543 null ] /Next 3868 0 R /Parent 2951 0 R >> endobj 3868 0 obj << /First 3869 0 R /Count 5 /Prev 3870 0 R /Last 3871 0 R /Title ("Type of. Source". :. 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"null" ) /Dest [ 629 0 R /XYZ 87 720 null ] /Parent 2951 0 R >> endobj 3972 0 obj << /Prev 3971 0 R /Count 0 /Title ("Title of. Source":. "Rep., D-Morristown", ) /Dest [ 622 0 R /XYZ 87 108 null ] /Parent 2951 0 R >> endobj 3791 0 obj << /Parent 2951 0 R >> endobj 3789 0 obj << /First 3785 0 R /Parent 2951 0 R >> endobj 3787 0 obj << /Prev 3974 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 622 0 R /XYZ 87 253 null ] /Parent 2951 0 R >> endobj 3974 0 obj << /Parent 2951 0 R >> endobj 3786 0 obj << /Parent 2951 0 R >> endobj 3785 0 obj << /Dest [ 622 0 R /XYZ 87 301 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 3975 0 R /Parent 2951 0 R >> endobj 3975 0 obj << /Prev 3976 0 R /Count 0 /Title ("Name of. Source":. "Rep. Saudia. LaMont", ) /Dest [ 622 0 R /XYZ 87 285 null ] /Next 3977 0 R /Parent 2951 0 R >> endobj 3977 0 obj << /Prev 3978 0 R /Count 0 /Title ("Title of. Source":. "Rep., D-Morristown", ) /Dest [ 622 0 R /XYZ 87 269 null ] /Next 3979 0 R /Parent 2951 0 R >> endobj 3979 0 obj << /Prev 3974 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 622 0 R /XYZ 87 253 null ] /Parent 2951 0 R >> endobj 3978 0 obj << /Parent 2951 0 R >> endobj 3976 0 obj << /Parent 2951 0 R >> endobj 3783 0 obj << /Parent 2951 0 R >> endobj 3781 0 obj << /First 3777 0 R /Parent 2951 0 R >> endobj 3779 0 obj << /Prev 3980 0 R /Count 0 /Title (}, ) /Dest [ 622 0 R /XYZ 87 382 null ] /Parent 2951 0 R >> endobj 3980 0 obj << /Parent 2951 0 R >> endobj 3778 0 obj << /Parent 2951 0 R >> endobj 3777 0 obj << /Dest [ 622 0 R /XYZ 87 446 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 3981 0 R /Parent 2951 0 R >> endobj 3981 0 obj << /Prev 3982 0 R /Count 0 /Title ("Name of. Source":. "Rep. Saudia. LaMont", ) /Dest [ 622 0 R /XYZ 87 430 null ] /Next 3983 0 R /Parent 2951 0 R >> endobj 3983 0 obj << /Prev 3984 0 R /Count 0 /Title ("Title of. Source":. "Rep., D-Morristown", ) /Dest [ 622 0 R /XYZ 87 414 null ] /Next 3985 0 R /Parent 2951 0 R >> endobj 3985 0 obj << /Prev 3986 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 622 0 R /XYZ 87 398 null ] /Next 3987 0 R /Parent 2951 0 R >> endobj 3987 0 obj << /Prev 3980 0 R /Count 0 /Title (}, ) /Dest [ 622 0 R /XYZ 87 382 null ] /Parent 2951 0 R >> endobj 3986 0 obj << /Parent 2951 0 R >> endobj 3984 0 obj << /Parent 2951 0 R >> endobj 3982 0 obj << /Parent 2951 0 R >> endobj 3775 0 obj << /Parent 2951 0 R >> endobj 3773 0 obj << /First 3769 0 R /Parent 2951 0 R >> endobj 3771 0 obj << /Prev 3988 0 R /Count 0 /Title (}, ) /Dest [ 622 0 R /XYZ 87 527 null ] /Parent 2951 0 R >> endobj 3988 0 obj << /Parent 2951 0 R >> endobj 3770 0 obj << /Parent 2951 0 R >> endobj 3769 0 obj << /Dest [ 622 0 R /XYZ 87 592 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 3989 0 R /Parent 2951 0 R >> endobj 3989 0 obj << /Prev 3990 0 R /Count 0 /Title ("Name of. Source":. "Rep. Saudia. LaMont", ) /Dest [ 622 0 R /XYZ 87 575 null ] /Next 3991 0 R /Parent 2951 0 R >> endobj 3991 0 obj << /Prev 3992 0 R /Count 0 /Title ("Title of. Source":. "Rep., D-Morristown", ) /Dest [ 622 0 R /XYZ 87 559 null ] /Next 3993 0 R /Parent 2951 0 R >> endobj 3993 0 obj << /Prev 3994 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 622 0 R /XYZ 87 543 null ] /Next 3995 0 R /Parent 2951 0 R >> endobj 3995 0 obj << /Prev 3988 0 R /Count 0 /Title (}, ) /Dest [ 622 0 R /XYZ 87 527 null ] /Parent 2951 0 R >> endobj 3994 0 obj << /Parent 2951 0 R >> endobj 3992 0 obj << /Parent 2951 0 R >> endobj 3990 0 obj << /Parent 2951 0 R >> endobj 3767 0 obj << /First 3763 0 R /Parent 2951 0 R >> endobj 3765 0 obj << /Prev 3996 0 R /Count 0 /Title ({ ) /Dest [ 622 0 R /XYZ 84 672 null ] /Parent 2951 0 R >> endobj 3996 0 obj << /Parent 2951 0 R >> endobj 3764 0 obj << /First 3759 0 R /Parent 2951 0 R >> endobj 3763 0 obj << /Dest [ 622 0 R /XYZ 87 720 null ] /Count 0 /Title ("Title of. Source":. "executive director of. the student anti-racism network", ) /Next 3997 0 R /Parent 2951 0 R >> endobj 3997 0 obj << /Prev 3998 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 622 0 R /XYZ 87 704 null ] /Next 3999 0 R /Parent 2951 0 R >> endobj 3999 0 obj << /Prev 4000 0 R /Count 0 /Title (}, ) /Dest [ 622 0 R /XYZ 87 688 null ] /Next 4001 0 R /Parent 2951 0 R >> endobj 4001 0 obj << /Prev 3996 0 R /Count 0 /Title ({ ) /Dest [ 622 0 R /XYZ 84 672 null ] /Parent 2951 0 R >> endobj 4000 0 obj << /Parent 2951 0 R >> endobj 3998 0 obj << /Parent 2951 0 R >> endobj 3761 0 obj << /Prev 4002 0 R /Count 0 /Title ("Name of. Source":. "Addie Lentzner", ) /Dest [ 615 0 R /XYZ 86 108 null ] /Parent 2951 0 R >> endobj 4002 0 obj << /Parent 2951 0 R >> endobj 3760 0 obj << /Parent 2951 0 R >> endobj 3759 0 obj << /Dest [ 615 0 R /XYZ 86 124 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4003 0 R /Parent 2951 0 R >> endobj 4003 0 obj << /Prev 4002 0 R /Count 0 /Title ("Name of. Source":. "Addie Lentzner", ) /Dest [ 615 0 R /XYZ 86 108 null ] /Parent 2951 0 R >> endobj 3757 0 obj << /Parent 2951 0 R >> endobj 3755 0 obj << /First 3751 0 R /Parent 2951 0 R >> endobj 3753 0 obj << /Prev 4004 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 615 0 R /XYZ 86 205 null ] /Parent 2951 0 R >> endobj 4004 0 obj << /Parent 2951 0 R >> endobj 3752 0 obj << /Parent 2951 0 R >> endobj 3751 0 obj << /Dest [ 615 0 R /XYZ 86 253 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4005 0 R /Parent 2951 0 R >> endobj 4005 0 obj << /Prev 4006 0 R /Count 0 /Title ("Name of. Source":. "Addie Lentzner", ) /Dest [ 615 0 R /XYZ 86 237 null ] /Next 4007 0 R /Parent 2951 0 R >> endobj 4007 0 obj << /Prev 4008 0 R /Count 0 /Title ("Title of. Source":. "executive director of. the student anti-racism network", ) /Dest [ 615 0 R /XYZ 86 221 null ] /Next 4009 0 R /Parent 2951 0 R >> endobj 4009 0 obj << /Prev 4004 0 R /Count 0 /Title ("Source Justification":. "null" ) /Dest [ 615 0 R /XYZ 86 205 null ] /Parent 2951 0 R >> endobj 4008 0 obj << /Parent 2951 0 R >> endobj 4006 0 obj << /Parent 2951 0 R >> endobj 3749 0 obj << /Parent 2951 0 R >> endobj 3747 0 obj << /Parent 2951 0 R >> endobj 3745 0 obj << /Parent 2951 0 R >> endobj 3743 0 obj << /First 3739 0 R /Parent 2951 0 R >> endobj 3741 0 obj << /Prev 4010 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 382 null ] /Parent 2951 0 R >> endobj 4010 0 obj << /Parent 2951 0 R >> endobj 3740 0 obj << /Parent 2951 0 R >> endobj 3739 0 obj << /Dest [ 615 0 R /XYZ 87 414 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4011 0 R /Parent 2951 0 R >> endobj 4011 0 obj << /Prev 4012 0 R /Count 0 /Title ("Name of. Source":. "Aaliyah Wilburn", ) /Dest [ 615 0 R /XYZ 87 398 null ] /Next 4013 0 R /Parent 2951 0 R >> endobj 4013 0 obj << /Prev 4010 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 382 null ] /Parent 2951 0 R >> endobj 4012 0 obj << /Parent 2951 0 R >> endobj 3737 0 obj << /Parent 2951 0 R >> endobj 3735 0 obj << /Parent 2951 0 R >> endobj 3733 0 obj << /Parent 2951 0 R >> endobj 3731 0 obj << /First 3727 0 R /Parent 2951 0 R >> endobj 3729 0 obj << /Prev 4014 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 527 null ] /Parent 2951 0 R >> endobj 4014 0 obj << /Parent 2951 0 R >> endobj 3728 0 obj << /Parent 2951 0 R >> endobj 3727 0 obj << /Dest [ 615 0 R /XYZ 89 575 null ] /Count 0 /Title ("Sourced Statement":. "\\"Later in the day, someone took. it off. me,\\". she said.", ) /Next 4015 0 R /Parent 2951 0 R >> endobj 4015 0 obj << /Prev 4016 0 R /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Dest [ 615 0 R /XYZ 87 559 null ] /Next 4017 0 R /Parent 2951 0 R >> endobj 4017 0 obj << /Prev 4018 0 R /Count 0 /Title ("Name of. Source":. "Aaliyah Wilburn", ) /Dest [ 615 0 R /XYZ 87 543 null ] /Next 4019 0 R /Parent 2951 0 R >> endobj 4019 0 obj << /Prev 4014 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 527 null ] /Parent 2951 0 R >> endobj 4018 0 obj << /Parent 2951 0 R >> endobj 4016 0 obj << /Parent 2951 0 R >> endobj 3725 0 obj << /Parent 2951 0 R >> endobj 3723 0 obj << /Parent 2951 0 R >> endobj 3721 0 obj << /First 3717 0 R /Parent 2951 0 R >> endobj 3719 0 obj << /Prev 4020 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 656 null ] /Parent 2951 0 R >> endobj 4020 0 obj << /Parent 2951 0 R >> endobj 3718 0 obj << /Parent 2951 0 R >> endobj 3717 0 obj << /Dest [ 615 0 R /XYZ 87 688 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4021 0 R /Parent 2951 0 R >> endobj 4021 0 obj << /Prev 4022 0 R /Count 0 /Title ("Name of. Source":. "Aaliyah Wilburn", ) /Dest [ 615 0 R /XYZ 87 672 null ] /Next 4023 0 R /Parent 2951 0 R >> endobj 4023 0 obj << /Prev 4020 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 615 0 R /XYZ 87 656 null ] /Parent 2951 0 R >> endobj 4022 0 obj << /Parent 2951 0 R >> endobj 3715 0 obj << /Parent 2951 0 R >> endobj 3713 0 obj << /Parent 2951 0 R >> endobj 3711 0 obj << /Parent 2951 0 R >> endobj 3709 0 obj << /First 3705 0 R /Parent 2951 0 R >> endobj 3707 0 obj << /Prev 4024 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 601 0 R /XYZ 86 178 null ] /Parent 2951 0 R >> endobj 4024 0 obj << /Parent 2951 0 R >> endobj 3706 0 obj << /Parent 2951 0 R >> endobj 3705 0 obj << /Dest [ 601 0 R /XYZ 86 210 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4025 0 R /Parent 2951 0 R >> endobj 4025 0 obj << /Prev 4026 0 R /Count 0 /Title ("Name of. Source":. "Aaliyah Wilburn", ) /Dest [ 601 0 R /XYZ 86 194 null ] /Next 4027 0 R /Parent 2951 0 R >> endobj 4027 0 obj << /Prev 4024 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 601 0 R /XYZ 86 178 null ] /Parent 2951 0 R >> endobj 4026 0 obj << /Parent 2951 0 R >> endobj 3703 0 obj << /Parent 2951 0 R >> endobj 3701 0 obj << /Parent 2951 0 R >> endobj 3699 0 obj << /Parent 2951 0 R >> endobj 3697 0 obj << /First 3693 0 R /Parent 2951 0 R >> endobj 3695 0 obj << /Prev 4028 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 601 0 R /XYZ 86 323 null ] /Parent 2951 0 R >> endobj 4028 0 obj << /Parent 2951 0 R >> endobj 3694 0 obj << /Parent 2951 0 R >> endobj 3693 0 obj << /Dest [ 601 0 R /XYZ 86 355 null ] /Count 0 /Title ("Type of. Source". :. "Named Person", ) /Next 4029 0 R /Parent 2951 0 R >> endobj 4029 0 obj << /Prev 4030 0 R /Count 0 /Title ("Name of. Source":. "Aaliyah Wilburn", ) /Dest [ 601 0 R /XYZ 86 339 null ] /Next 4031 0 R /Parent 2951 0 R >> endobj 4031 0 obj << /Prev 4028 0 R /Count 0 /Title ("Title of. Source":. "null", ) /Dest [ 601 0 R /XYZ 86 323 null ] /Parent 2951 0 R >> endobj 4030 0 obj << /Parent 2951 0 R >> endobj 3691 0 obj << /Parent 2951 0 R >> endobj 3689 0 obj << /Parent 2951 0 R >> endobj 3687 0 obj << /Parent 2951 0 R >> endobj 3685 0 obj << /Parent 2951 0 R >> endobj 3683 0 obj << /First 3679 0 R /Parent 2951 0 R >> endobj 3681 0 obj << /Prev 4032 0 R /Count 0 /Title (,.Jan .2024\) ) /Dest [ 601 0 R /XYZ 143 485 null ] /Parent 2951 0 R >> endobj 4032 0 obj << /First 4033 0 R /Parent 2951 0 R >> endobj 4033 0 obj << /Count 1 /First 4034 0 R /Title (Vermont House overwhelmingly backs bill prohibiting race-based hair. ) /Last 4035 0 R /Next 4036 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 0 792 null ] >> endobj 4036 0 obj << /First 4037 0 R /Count 1 /Prev 4038 0 R /Last 4039 0 R /Title (discrimination. ) /Parent 2951 0 R /Dest [ 601 0 R /XYZ 0 792 null ] >> endobj 4039 0 obj << /Dest [ 601 0 R /XYZ 0 792 null ] /Count 0 /Title (discrimination. ) /Parent 2951 0 R >> endobj 4038 0 obj << /First 4034 0 R /Parent 2951 0 R >> endobj 4037 0 obj << /Dest [ 601 0 R /XYZ 0 792 null ] /Count 0 /Title (discrimination. ) /Parent 2951 0 R >> endobj 4035 0 obj << /Dest [ 601 0 R /XYZ 0 792 null ] /Count 0 /Title (Vermont House overwhelmingly backs bill prohibiting race-based hair. ) /Parent 2951 0 R >> endobj 4034 0 obj << /Dest [ 601 0 R /XYZ 0 792 null ] /Count 0 /Title (Vermont House overwhelmingly backs bill prohibiting race-based hair. ) /Parent 2951 0 R >> endobj 3680 0 obj << /Parent 2951 0 R >> endobj 3679 0 obj << /Dest [ 601 0 R /XYZ 72 501 null ] /Count 0 /Title (\() /Next 4040 0 R /Parent 2951 0 R >> endobj 4040 0 obj << /Prev 4041 0 R /Count 0 /Title (Article. 31 in. our dataset: ) /Dest [ 601 0 R /XYZ 76 501 null ] /Next 4042 0 R /Parent 2951 0 R >> endobj 4042 0 obj << /First 4033 0 R /Count 6 /Prev 4043 0 R /Last 4044 0 R /Title (Vermont House overwhelmingly backs bill prohibiting race-based hair. ) /Next 4045 0 R /Parent 2951 0 R /Dest [ 601 0 R /XYZ 0 792 null ] >> endobj 4045 0 obj << /Prev 4032 0 R /Count 0 /Title (,.Jan .2024\) ) /Dest [ 601 0 R /XYZ 143 485 null ] /Parent 2951 0 R >> endobj 4044 0 obj << /First 4037 0 R /Count 1 /Prev 4038 0 R /Last 4039 0 R /Title (discrimination. ) /Parent 2951 0 R /Dest [ 601 0 R /XYZ 0 792 null ] >> endobj 4043 0 obj << /Parent 2951 0 R >> endobj 4041 0 obj << /Parent 2951 0 R >> endobj 3677 0 obj << /Parent 2951 0 R >> endobj 3675 0 obj << /Parent 2951 0 R >> endobj 3673 0 obj << /First 3669 0 R /Parent 2951 0 R >> endobj 3671 0 obj << /Prev 4046 0 R /Count 0 /Title (} ) /Dest [ 601 0 R /XYZ 72 704 null ] /Parent 2951 0 R >> endobj 4046 0 obj << /Parent 2951 0 R >> endobj 3670 0 obj << /First 3665 0 R /Parent 2951 0 R >> endobj 3669 0 obj << /Dest [ 601 0 R /XYZ 74 720 null ] /Count 0 /Title (] ) /Next 4047 0 R /Parent 2951 0 R >> endobj 4047 0 obj << /Prev 4046 0 R /Count 0 /Title (} ) /Dest [ 601 0 R /XYZ 72 704 null ] /Parent 2951 0 R >> endobj 3667 0 obj << /Prev 4048 0 R /Count 0 /Title (} ) /Dest [ 594 0 R /XYZ 87 108 null ] /Parent 2951 0 R >> endobj 4048 0 obj << /Parent 2951 0 R >> endobj 3666 0 obj << /Parent 2951 0 R >> endobj 3665 0 obj << /Dest [ 594 0 R /XYZ 87 124 null ] /Count 0 /Title ("Source Justification":. "string" ) /Next 4049 0 R /Parent 2951 0 R >> endobj 4049 0 obj << /Prev 4048 0 R /Count 0 /Title (} ) /Dest [ 594 0 R /XYZ 87 108 null ] /Parent 2951 0 R >> endobj 3663 0 obj << /First 3659 0 R /Parent 2951 0 R >> endobj 3661 0 obj << /Prev 4050 0 R /Count 0 /Title ("Sourced Statement":. "string", ) /Dest [ 594 0 R /XYZ 89 414 null ] /Parent 2951 0 R >> endobj 4050 0 obj << /Parent 2951 0 R >> endobj 3660 0 obj << /First 3655 0 R /Parent 2951 0 R >> endobj 3659 0 obj << /Dest [ 594 0 R /XYZ 87 430 null ] /Count 0 /Title ({ ) /Next 4051 0 R /Parent 2951 0 R >> endobj 4051 0 obj << /Prev 4050 0 R /Count 0 /Title ("Sourced Statement":. "string", ) /Dest [ 594 0 R /XYZ 89 414 null ] /Parent 2951 0 R >> endobj 3657 0 obj << /Prev 4052 0 R /Count 0 /Title ("Sourcing. Table":[. ) /Dest [ 594 0 R /XYZ 74 446 null ] /Parent 2951 0 R >> endobj 4052 0 obj << /Parent 2951 0 R >> endobj 3656 0 obj << /First 3651 0 R /Parent 2951 0 R >> endobj 3655 0 obj << /Dest [ 594 0 R /XYZ 72 462 null ] /Count 0 /Title ({ ) /Next 4053 0 R /Parent 2951 0 R >> endobj 4053 0 obj << /Prev 4052 0 R /Count 0 /Title ("Sourcing. Table":[. ) /Dest [ 594 0 R /XYZ 74 446 null ] /Parent 2951 0 R >> endobj 3653 0 obj << /Last 4054 0 R /Count 2 /First 4055 0 R /Title ("Sourcing. Table":[. ) /Dest [ 587 0 R /XYZ 74 205 null ] /Parent 2951 0 R >> endobj 4055 0 obj << /Last 4056 0 R /Count 12 /First 4057 0 R /Title ("Sourcing. Table":[. ) /Dest [ 587 0 R /XYZ 74 205 null ] /Parent 2951 0 R >> endobj 4057 0 obj << /Dest [ 587 0 R /XYZ 74 205 null ] /Count 0 /Title ("Sourcing. Table":[. ) /Next 4058 0 R /Parent 2951 0 R >> endobj 4058 0 obj << /First 4059 0 R /Count 6 /Prev 4060 0 R /Last 4061 0 R /Title ({ ) /Next 4062 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 86 188 null ] >> endobj 4062 0 obj << /Prev 4063 0 R /Count 0 /Title (} ] } ) /Dest [ 594 0 R /XYZ 72 720 null ] /Next 4064 0 R /Parent 2951 0 R >> endobj 4064 0 obj << /First 4065 0 R /Count 6 /Prev 4066 0 R /Last 4067 0 R /Title (10. ) /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 656 null ] >> endobj 4067 0 obj << /First 4068 0 R /Count 2 /Prev 4069 0 R /Last 4070 0 R /Title (11. ) /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 527 null ] >> endobj 4070 0 obj << /Prev 4071 0 R /Count 0 /Title (If you. have. reached. this. step, that means. no. sourced. statements. are. left. Now. output the. full JSON Sourcing. Table, which is. array. of. entries, each entry. has. a. Sourced Statement, Type of. Source, Name of Source, Title of Source, and Source Justification. Your. JSON should. take. this. form. ) /Dest [ 594 0 R /XYZ 72 527 null ] /Parent 2951 0 R >> endobj 4071 0 obj << /Parent 2951 0 R >> endobj 4069 0 obj << /First 4072 0 R /Parent 2951 0 R >> endobj 4072 0 obj << /Dest [ 594 0 R /XYZ 72 656 null ] /Count 0 /Title (10. ) /Next 4073 0 R /Parent 2951 0 R >> endobj 4073 0 obj << /Prev 4074 0 R /Count 0 /Title (Continue. and. repeat this. exercise. for. the. whole. article, finding one. sourced. statement after. another. For. each sourced statement, identify. the Type of. Source, Name of. Source \(if. applicable\), Title. of Source. \(as applicable\), and. Source. Justification. Add. to. the. JSON object. Continue. until no. sourcing. statements. are. left. Remember. each. Sourced. Statement in. your. findings. list must only. occur. once. You. cannot have. two. or. more. replicas. of the. Sourced. Statement being att) /Dest [ 594 0 R /XYZ 72 656 null ] /Parent 2951 0 R >> endobj 4074 0 obj << /Parent 2951 0 R >> endobj 4068 0 obj << /Dest [ 594 0 R /XYZ 72 527 null ] /Count 0 /Title (11. ) /Next 4075 0 R /Parent 2951 0 R >> endobj 4075 0 obj << /Prev 4071 0 R /Count 0 /Title (If you. have. reached. this. step, that means. no. sourced. statements. are. left. Now. output the. full JSON Sourcing. Table, which is. array. of. entries, each entry. has. a. Sourced Statement, Type of. Source, Name of Source, Title of Source, and Source Justification. Your. JSON should. take. this. form. ) /Dest [ 594 0 R /XYZ 72 527 null ] /Parent 2951 0 R >> endobj 4066 0 obj << /Parent 2951 0 R >> endobj 4065 0 obj << /Count 2 /First 4072 0 R /Title (10. ) /Last 4076 0 R /Next 4077 0 R /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 656 null ] >> endobj 4077 0 obj << /First 4068 0 R /Count 2 /Prev 4069 0 R /Last 4070 0 R /Title (11. ) /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 527 null ] >> endobj 4076 0 obj << /Prev 4074 0 R /Count 0 /Title (Continue. and. repeat this. exercise. for. the. whole. article, finding one. sourced. statement after. another. For. each sourced statement, identify. the Type of. Source, Name of. Source \(if. applicable\), Title. of Source. \(as applicable\), and. Source. Justification. Add. to. the. JSON object. Continue. until no. sourcing. statements. are. left. Remember. each. Sourced. Statement in. your. findings. list must only. occur. once. You. cannot have. two. or. more. replicas. of the. Sourced. Statement being att) /Dest [ 594 0 R /XYZ 72 656 null ] /Parent 2951 0 R >> endobj 4063 0 obj << /First 4059 0 R /Parent 2951 0 R >> endobj 4061 0 obj << /Prev 4078 0 R /Count 0 /Title ("Source Justification":. "string" ) /Dest [ 587 0 R /XYZ 86 108 null ] /Parent 2951 0 R >> endobj 4078 0 obj << /Parent 2951 0 R >> endobj 4060 0 obj << /Parent 2951 0 R >> endobj 4059 0 obj << /Dest [ 587 0 R /XYZ 86 188 null ] /Count 0 /Title ({ ) /Next 4079 0 R /Parent 2951 0 R >> endobj 4079 0 obj << /Prev 4080 0 R /Count 0 /Title ("Sourced Statement":. "string", ) /Dest [ 587 0 R /XYZ 89 172 null ] /Next 4081 0 R /Parent 2951 0 R >> endobj 4081 0 obj << /Prev 4082 0 R /Count 0 /Title ("Type of. Source". :. "string", ) /Dest [ 587 0 R /XYZ 86 156 null ] /Next 4083 0 R /Parent 2951 0 R >> endobj 4083 0 obj << /Prev 4084 0 R /Count 0 /Title ("Name of. Source":. "string", ) /Dest [ 587 0 R /XYZ 86 140 null ] /Next 4085 0 R /Parent 2951 0 R >> endobj 4085 0 obj << /Prev 4086 0 R /Count 0 /Title ("Title of. Source":. "string", ) /Dest [ 587 0 R /XYZ 86 124 null ] /Next 4087 0 R /Parent 2951 0 R >> endobj 4087 0 obj << /Prev 4078 0 R /Count 0 /Title ("Source Justification":. "string" ) /Dest [ 587 0 R /XYZ 86 108 null ] /Parent 2951 0 R >> endobj 4086 0 obj << /Parent 2951 0 R >> endobj 4084 0 obj << /Parent 2951 0 R >> endobj 4082 0 obj << /Parent 2951 0 R >> endobj 4080 0 obj << /Parent 2951 0 R >> endobj 4056 0 obj << /First 4065 0 R /Count 6 /Prev 4066 0 R /Last 4067 0 R /Title (10. ) /Parent 2951 0 R /Dest [ 594 0 R /XYZ 72 656 null ] >> endobj 4054 0 obj << /Last 4056 0 R /Count 12 /First 4057 0 R /Title ("Sourcing. Table":[. ) /Dest [ 587 0 R /XYZ 74 205 null ] /Parent 2951 0 R >> endobj 3652 0 obj << /Parent 2951 0 R >> endobj 3651 0 obj << /Last 4054 0 R /Count 2 /First 4055 0 R /Title ("Sourcing. Table":[. ) /Dest [ 587 0 R /XYZ 74 205 null ] /Parent 2951 0 R >> endobj 3649 0 obj << /First 3645 0 R /Parent 2951 0 R >> endobj 3647 0 obj << /First 4088 0 R /Count 2 /Prev 4089 0 R /Last 4090 0 R /Title (9. ) /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 253 null ] >> endobj 4090 0 obj << /Prev 4091 0 R /Count 0 /Title (Organize. and. add. your. data to. a JSON data object as. follows, but do. not output this. JSON yet: ) /Dest [ 587 0 R /XYZ 83 253 null ] /Parent 2951 0 R >> endobj 4091 0 obj << /Parent 2951 0 R >> endobj 4089 0 obj << /First 4092 0 R /Parent 2951 0 R >> endobj 4092 0 obj << /Dest [ 587 0 R /XYZ 72 414 null ] /Count 0 /Title (8. ) /Next 4093 0 R /Parent 2951 0 R >> endobj 4093 0 obj << /Prev 4094 0 R /Count 0 /Title (Next, find. the. Source. Justification. for. the. source. in. this. sourced. statement using the. definition. Directly extract the text that matches this definition from. the story. Do not synthesize or generate or. summarize. the. Source. Justification. in. your. own. words. Extract only. the. actual text. If the. same. source. is. attributed. in. earlier. sourced. statements, even. if there. is. no. source. justification. text in. this. instance, you may copy the Source Justification from the source's ear) /Dest [ 587 0 R /XYZ 72 414 null ] /Parent 2951 0 R >> endobj 4094 0 obj << /Parent 2951 0 R >> endobj 4088 0 obj << /Dest [ 587 0 R /XYZ 72 253 null ] /Count 0 /Title (9. ) /Next 4095 0 R /Parent 2951 0 R >> endobj 4095 0 obj << /Prev 4091 0 R /Count 0 /Title (Organize. and. add. your. data to. a JSON data object as. follows, but do. not output this. JSON yet: ) /Dest [ 587 0 R /XYZ 83 253 null ] /Parent 2951 0 R >> endobj 3646 0 obj << /Parent 2951 0 R >> endobj 3645 0 obj << /Count 2 /First 4096 0 R /Title (1. ) /Last 4097 0 R /Next 4098 0 R /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 520 null ] >> endobj 4098 0 obj << /First 4099 0 R /Count 2 /Prev 4100 0 R /Last 4101 0 R /Title (2. ) /Next 4102 0 R /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 326 null ] >> endobj 4102 0 obj << /First 4103 0 R /Count 2 /Prev 4104 0 R /Last 4105 0 R /Title (3. ) /Next 4106 0 R /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 214 null ] >> endobj 4106 0 obj << /First 4107 0 R /Count 4 /Prev 4108 0 R /Last 4109 0 R /Title (4. ) /Next 4110 0 R /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 133 null ] >> endobj 4110 0 obj << /First 4111 0 R /Count 2 /Prev 4112 0 R /Last 4113 0 R /Title (5. ) /Next 4114 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 672 null ] >> endobj 4114 0 obj << /First 4115 0 R /Count 2 /Prev 4116 0 R /Last 4117 0 R /Title (6. ) /Next 4118 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 592 null ] >> endobj 4118 0 obj << /First 4119 0 R /Count 2 /Prev 4120 0 R /Last 4121 0 R /Title (7. ) /Next 4122 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 543 null ] >> endobj 4122 0 obj << /First 4092 0 R /Count 2 /Prev 4123 0 R /Last 4124 0 R /Title (8. ) /Next 4125 0 R /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 414 null ] >> endobj 4125 0 obj << /First 4088 0 R /Count 2 /Prev 4089 0 R /Last 4090 0 R /Title (9. ) /Parent 2951 0 R /Dest [ 587 0 R /XYZ 72 253 null ] >> endobj 4124 0 obj << /Prev 4094 0 R /Count 0 /Title (Next, find. the. Source. Justification. for. the. source. in. this. sourced. statement using the. definition. Directly extract the text that matches this definition from. the story. Do not synthesize or generate or. summarize. the. Source. Justification. in. your. own. words. Extract only. the. actual text. If the. same. source. is. attributed. in. earlier. sourced. statements, even. if there. is. no. source. justification. text in. this. instance, you may copy the Source Justification from the source's ear) /Dest [ 587 0 R /XYZ 72 414 null ] /Parent 2951 0 R >> endobj 4123 0 obj << /First 4119 0 R /Parent 2951 0 R >> endobj 4121 0 obj << /Prev 4126 0 R /Count 0 /Title (Next, if your. Type. of Source. is. Named. Person. or. Anonymous. Source, apply. the. definition. of Title. of Source. and. extract the. title. if provided. Remember. that Named. Persons. in. positions. of power, formal authority, leadership, management, or expertise will usually. be. quoted. with. a. title. When. the. voices. of everyday. people. and. people. without structural power. are. included. in. the. story, they. may. not have. a. title. Note, when. the. Type. of Source. is. Document or. Named. Org) /Dest [ 587 0 R /XYZ 72 543 null ] /Parent 2951 0 R >> endobj 4126 0 obj << /Parent 2951 0 R >> endobj 4120 0 obj << /First 4115 0 R /Parent 2951 0 R >> endobj 4119 0 obj << /Dest [ 587 0 R /XYZ 72 543 null ] /Count 0 /Title (7. ) /Next 4127 0 R /Parent 2951 0 R >> endobj 4127 0 obj << /Prev 4126 0 R /Count 0 /Title (Next, if your. Type. of Source. is. Named. Person. or. Anonymous. Source, apply. the. definition. of Title. of Source. and. extract the. title. if provided. Remember. that Named. Persons. in. positions. of power, formal authority, leadership, management, or expertise will usually. be. quoted. with. a. title. When. the. voices. of everyday. people. and. people. without structural power. are. included. in. the. story, they. may. not have. a. title. Note, when. the. Type. of Source. is. Document or. Named. Org) /Dest [ 587 0 R /XYZ 72 543 null ] /Parent 2951 0 R >> endobj 4117 0 obj << /Prev 4128 0 R /Count 0 /Title (At this. point you. have. a Sourced. Statement, and. Type. of Source. and. Named. of Source. No. need. to. write. or print anything yet. ) /Dest [ 587 0 R /XYZ 72 592 null ] /Parent 2951 0 R >> endobj 4128 0 obj << /Parent 2951 0 R >> endobj 4116 0 obj << /First 4111 0 R /Parent 2951 0 R >> endobj 4115 0 obj << /Dest [ 587 0 R /XYZ 72 592 null ] /Count 0 /Title (6. ) /Next 4129 0 R /Parent 2951 0 R >> endobj 4129 0 obj << /Prev 4128 0 R /Count 0 /Title (At this. point you. have. a Sourced. Statement, and. Type. of Source. and. Named. of Source. No. need. to. write. or print anything yet. ) /Dest [ 587 0 R /XYZ 72 592 null ] /Parent 2951 0 R >> endobj 4113 0 obj << /Prev 4130 0 R /Count 0 /Title (If the. type. of source. is. Unnamed. Group. of People, the. Name. of Source. is. the. term the. reporter. has. used. to. refer. to. the. group. For. e.g., it might be. "teachers", "participants", "parents", "attendees", "rallygoers", "protestors", "advocates", "activists", "students", etc. If. not present, set Name of. Source to .the .'null'.value..No .need .to .print.or .write .anything .yet.. ) /Dest [ 587 0 R /XYZ 72 672 null ] /Parent 2951 0 R >> endobj 4130 0 obj << /Parent 2951 0 R >> endobj 4112 0 obj << /First 4107 0 R /Parent 2951 0 R >> endobj 4111 0 obj << /Dest [ 587 0 R /XYZ 72 672 null ] /Count 0 /Title (5. ) /Next 4131 0 R /Parent 2951 0 R >> endobj 4131 0 obj << /Prev 4130 0 R /Count 0 /Title (If the. type. of source. is. Unnamed. Group. of People, the. Name. of Source. is. the. term the. reporter. has. used. to. refer. to. the. group. For. e.g., it might be. "teachers", "participants", "parents", "attendees", "rallygoers", "protestors", "advocates", "activists", "students", etc. If. not present, set Name of. Source to .the .'null'.value..No .need .to .print.or .write .anything .yet.. ) /Dest [ 587 0 R /XYZ 72 672 null ] /Parent 2951 0 R >> endobj 4109 0 obj << /First 4132 0 R /Count 2 /Prev 4133 0 R /Last 4134 0 R /Title (If the. Type. of Source. is. Anonymous. Source. or. Unnamed. Person, the. Name. of Source. has. a 'null' value. No. need. to. print or. write. anything. yet. If the. Type. of Source. is. Document, the. name. of the. ) /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 133 null ] >> endobj 4134 0 obj << /Prev 4135 0 R /Count 0 /Title (document may. or. may. not be. in. the. text. If the. name. of the. document is. present, set the. Name. of Source. to that, otherwise. it has. a. 'null' value. ) /Dest [ 587 0 R /XYZ 72 720 null ] /Parent 2951 0 R >> endobj 4135 0 obj << /Parent 2951 0 R >> endobj 4133 0 obj << /Parent 2951 0 R >> endobj 4132 0 obj << /Dest [ 579 0 R /XYZ 72 133 null ] /Count 0 /Title (If the. Type. of Source. is. Anonymous. Source. or. Unnamed. Person, the. Name. of Source. has. a 'null' value. No. need. to. print or. write. anything. yet. If the. Type. of Source. is. Document, the. name. of the. ) /Next 4136 0 R /Parent 2951 0 R >> endobj 4136 0 obj << /Prev 4135 0 R /Count 0 /Title (document may. or. may. not be. in. the. text. If the. name. of the. document is. present, set the. Name. of Source. to that, otherwise. it has. a. 'null' value. ) /Dest [ 587 0 R /XYZ 72 720 null ] /Parent 2951 0 R >> endobj 4108 0 obj << /First 4103 0 R /Parent 2951 0 R >> endobj 4107 0 obj << /Dest [ 579 0 R /XYZ 72 133 null ] /Count 0 /Title (4. ) /Next 4137 0 R /Parent 2951 0 R >> endobj 4137 0 obj << /First 4132 0 R /Count 2 /Prev 4133 0 R /Last 4134 0 R /Title (If the. Type. of Source. is. Anonymous. Source. or. Unnamed. Person, the. Name. of Source. has. a 'null' value. No. need. to. print or. write. anything. yet. If the. Type. of Source. is. Document, the. name. of the. ) /Parent 2951 0 R /Dest [ 579 0 R /XYZ 72 133 null ] >> endobj 4105 0 obj << /Prev 4138 0 R /Count 0 /Title (Next, for. that sourced. statement, if the. Type. of Source. is. Named. Person. or. Named. Organization, identify the name using. the Name of. Source definition. Usually names of. individuals or organizations. are. stated. in. full when. they. are. first referred. to. No. need. to. print or. write. anything. yet. ) /Dest [ 579 0 R /XYZ 72 214 null ] /Parent 2951 0 R >> endobj 4138 0 obj << /Parent 2951 0 R >> endobj 4104 0 obj << /First 4099 0 R /Parent 2951 0 R >> endobj 4103 0 obj << /Dest [ 579 0 R /XYZ 72 214 null ] /Count 0 /Title (3. ) /Next 4139 0 R /Parent 2951 0 R >> endobj 4139 0 obj << /Prev 4138 0 R /Count 0 /Title (Next, for. that sourced. statement, if the. Type. of Source. is. Named. Person. or. Named. Organization, identify the name using. the Name of. Source definition. Usually names of. individuals or organizations. are. stated. in. full when. they. are. first referred. to. No. need. to. print or. write. anything. yet. ) /Dest [ 579 0 R /XYZ 72 214 null ] /Parent 2951 0 R >> endobj 4101 0 obj << /Prev 4140 0 R /Count 0 /Title (For. each. sourced. statement, identify. the. attributed. Type. of Source. Use. the. six available. definitions. to. do. this: Anonymous. Source, Unnamed. Person, Document Source, Unnamed. Group. of People, Named. Person, or. Named. Organization. Remember. that the. types. of source. "Unnamed. Person", "Unnamed. Group. of People" and. "Anonymous. Source" are. all distinct from each. other, so. apply. the definition. carefully. If. the Type of. Source is. not identifiable, set the Type of. Source as. 'Unreso) /Dest [ 579 0 R /XYZ 72 326 null ] /Parent 2951 0 R >> endobj 4140 0 obj << /Parent 2951 0 R >> endobj 4100 0 obj << /First 4096 0 R /Parent 2951 0 R >> endobj 4099 0 obj << /Dest [ 579 0 R /XYZ 72 326 null ] /Count 0 /Title (2. ) /Next 4141 0 R /Parent 2951 0 R >> endobj 4141 0 obj << /Prev 4140 0 R /Count 0 /Title (For. each. sourced. statement, identify. the. attributed. Type. of Source. Use. the. six available. definitions. to. do. this: Anonymous. Source, Unnamed. Person, Document Source, Unnamed. Group. of People, Named. Person, or. Named. Organization. Remember. that the. types. of source. "Unnamed. Person", "Unnamed. Group. of People" and. "Anonymous. Source" are. all distinct from each. other, so. apply. the definition. carefully. If. the Type of. Source is. not identifiable, set the Type of. Source as. 'Unreso) /Dest [ 579 0 R /XYZ 72 326 null ] /Parent 2951 0 R >> endobj 4097 0 obj << /Prev 4142 0 R /Count 0 /Title (Start with. the. body. of the. article, ignore. the. Subtitle. \(if there. is. one\), go. line. by. line. from beginning. to end, identify. each line. or. lines. together. that fit the. definition. of. a. Sourced Statement. Remember. to. read. the. three. notes. and. examples. in. the. system_prompt \(Note. 1, Note. 2, Note. 3\). that accompany. the definition. of. Sourced Statement. If. it's. a. sourced statement, extract the exact full sentences. from the. article. Do. not paraphrase. or. summarize. Copy. and) /Dest [ 579 0 R /XYZ 72 520 null ] /Parent 2951 0 R >> endobj 4142 0 obj << /Parent 2951 0 R >> endobj 4096 0 obj << /Dest [ 579 0 R /XYZ 72 520 null ] /Count 0 /Title (1. ) /Next 4143 0 R /Parent 2951 0 R >> endobj 4143 0 obj << /Prev 4142 0 R /Count 0 /Title (Start with. the. body. of the. article, ignore. the. Subtitle. \(if there. is. one\), go. line. by. line. from beginning. to end, identify. each line. or. lines. together. that fit the. definition. of. a. Sourced Statement. Remember. to. read. the. three. notes. and. examples. in. the. system_prompt \(Note. 1, Note. 2, Note. 3\). that accompany. the definition. of. Sourced Statement. If. it's. a. sourced statement, extract the exact full sentences. from the. article. Do. not paraphrase. or. summarize. Copy. and) /Dest [ 579 0 R /XYZ 72 520 null ] /Parent 2951 0 R >> endobj 3643 0 obj << /Parent 2951 0 R >> endobj 3641 0 obj << /Parent 2951 0 R >> endobj 3639 0 obj << /Parent 2951 0 R >> endobj 3637 0 obj << /First 3633 0 R /Parent 2951 0 R >> endobj 3635 0 obj << /Dest [ 570 0 R /XYZ 72 479 null ] /Count 0 /Title (Source Justification: ) /Parent 2951 0 R >> endobj 3634 0 obj << /Parent 2951 0 R >> endobj 3633 0 obj << /Dest [ 570 0 R /XYZ 72 479 null ] /Count 0 /Title (Source Justification: ) /Parent 2951 0 R >> endobj 3631 0 obj << /Parent 2951 0 R >> endobj 3629 0 obj << /Parent 2951 0 R >> endobj 3627 0 obj << /Parent 2951 0 R >> endobj 3625 0 obj << /Parent 2951 0 R >> endobj 3623 0 obj << /First 3619 0 R /Parent 2951 0 R >> endobj 3621 0 obj << /Dest [ 561 0 R /XYZ 72 399 null ] /Count 0 /Title (Title. of Source: ) /Parent 2951 0 R >> endobj 3620 0 obj << /First 3615 0 R /Parent 2951 0 R >> endobj 3619 0 obj << /Dest [ 561 0 R /XYZ 72 399 null ] /Count 0 /Title (Title. of Source: ) /Parent 2951 0 R >> endobj 3617 0 obj << /Dest [ 561 0 R /XYZ 72 576 null ] /Count 0 /Title (Name. of Source: ) /Parent 2951 0 R >> endobj 3616 0 obj << /Parent 2951 0 R >> endobj 3615 0 obj << /Dest [ 561 0 R /XYZ 72 576 null ] /Count 0 /Title (Name. of Source: ) /Parent 2951 0 R >> endobj 3613 0 obj << /Parent 2951 0 R >> endobj 3611 0 obj << /Parent 2951 0 R >> endobj 3609 0 obj << /Parent 2951 0 R >> endobj 3607 0 obj << /Parent 2951 0 R >> endobj 3605 0 obj << /First 3601 0 R /Parent 2951 0 R >> endobj 3603 0 obj << /Dest [ 552 0 R /XYZ 72 721 null ] /Count 0 /Title (Sourced. Statement: ) /Parent 2951 0 R >> endobj 3602 0 obj << /Parent 2951 0 R >> endobj 3601 0 obj << /Dest [ 552 0 R /XYZ 72 721 null ] /Count 0 /Title (Sourced. Statement: ) /Parent 2951 0 R >> endobj 3599 0 obj << /Parent 2951 0 R >> endobj 3597 0 obj << /Parent 2951 0 R >> endobj 3595 0 obj << /First 3591 0 R /Parent 2951 0 R >> endobj 3593 0 obj << /Dest [ 543 0 R /XYZ 72 544 null ] /Count 0 /Title (Unnamed. Group. of People: ) /Parent 2951 0 R >> endobj 3592 0 obj << /First 3587 0 R /Parent 2951 0 R >> endobj 3591 0 obj << /Dest [ 543 0 R /XYZ 72 544 null ] /Count 0 /Title (Unnamed. Group. of People: ) /Parent 2951 0 R >> endobj 3589 0 obj << /Dest [ 543 0 R /XYZ 72 705 null ] /Count 0 /Title (Unnamed. Person: ) /Parent 2951 0 R >> endobj 3588 0 obj << /Parent 2951 0 R >> endobj 3587 0 obj << /Dest [ 543 0 R /XYZ 72 705 null ] /Count 0 /Title (Unnamed. Person: ) /Parent 2951 0 R >> endobj 3585 0 obj << /First 3581 0 R /Parent 2951 0 R >> endobj 3583 0 obj << /Dest [ 533 0 R /XYZ 72 399 null ] /Count 0 /Title (Anonymous Source: ) /Parent 2951 0 R >> endobj 3582 0 obj << /First 3577 0 R /Parent 2951 0 R >> endobj 3581 0 obj << /Dest [ 533 0 R /XYZ 72 399 null ] /Count 0 /Title (Anonymous Source: ) /Parent 2951 0 R >> endobj 3579 0 obj << /Dest [ 533 0 R /XYZ 72 576 null ] /Count 0 /Title (Document: ) /Parent 2951 0 R >> endobj 3578 0 obj << /Parent 2951 0 R >> endobj 3577 0 obj << /Dest [ 533 0 R /XYZ 72 576 null ] /Count 0 /Title (Document: ) /Parent 2951 0 R >> endobj 3575 0 obj << /First 3571 0 R /Parent 2951 0 R >> endobj 3573 0 obj << /Dest [ 533 0 R /XYZ 72 721 null ] /Count 0 /Title (Named. Organization: ) /Parent 2951 0 R >> endobj 3572 0 obj << /Parent 2951 0 R >> endobj 3571 0 obj << /Dest [ 533 0 R /XYZ 72 721 null ] /Count 0 /Title (Named. Organization: ) /Parent 2951 0 R >> endobj 3569 0 obj << /First 3565 0 R /Parent 2951 0 R >> endobj 3567 0 obj << /Dest [ 524 0 R /XYZ 72 286 null ] /Count 0 /Title (Named. Person: ) /Parent 2951 0 R >> endobj 3566 0 obj << /First 3561 0 R /Parent 2951 0 R >> endobj 3565 0 obj << /Dest [ 524 0 R /XYZ 72 286 null ] /Count 0 /Title (Named. Person: ) /Parent 2951 0 R >> endobj 3563 0 obj << /Dest [ 524 0 R /XYZ 72 334 null ] /Count 0 /Title (Types of Sources: ) /Parent 2951 0 R >> endobj 3562 0 obj << /Parent 2951 0 R >> endobj 3561 0 obj << /Dest [ 524 0 R /XYZ 72 334 null ] /Count 0 /Title (Types of Sources: ) /Parent 2951 0 R >> endobj 3559 0 obj << /Parent 2951 0 R >> endobj 3557 0 obj << /Parent 2951 0 R >> endobj 3555 0 obj << /First 3551 0 R /Parent 2951 0 R >> endobj 3553 0 obj << /Prev 4144 0 R /Count 0 /Title (alleged, purported, explained, pointed out, noted, revealed, confirmed, demonstrated, shouted, warned, urged, lamented, blasted, praised, insisted, demanded, pleaded. ) /Dest [ 524 0 R /XYZ 72 720 null ] /Parent 2951 0 R >> endobj 4144 0 obj << /First 4145 0 R /Parent 2951 0 R >> endobj 4145 0 obj << /Dest [ 514 0 R /XYZ 72 202 null ] /Count 0 /Title (Source: ) /Parent 2951 0 R >> endobj 3552 0 obj << /Parent 2951 0 R >> endobj 3551 0 obj << /Count 1 /First 4145 0 R /Title (A. source. in. journalism is. a person, organization, document, or. another. news. article. from whom a journalist takes viewpoints, experiences, claims, expertise, positions, insights, knowledge, data or. documents. Reporters. may. directly. quote. their. sources. or. use. indirect speech. to. paraphrase. a. source's. views. or. claims. Journalists. attribute statements. to sources. using. a. range of. speech-act verbs. While. "said" and. "according. to" are. often. used. and. neutral-sounding. verbs, ther) /Last 4146 0 R /Next 4147 0 R /Parent 2951 0 R /Dest [ 514 0 R /XYZ 72 202 null ] >> endobj 4147 0 obj << /Prev 4144 0 R /Count 0 /Title (alleged, purported, explained, pointed out, noted, revealed, confirmed, demonstrated, shouted, warned, urged, lamented, blasted, praised, insisted, demanded, pleaded. ) /Dest [ 524 0 R /XYZ 72 720 null ] /Parent 2951 0 R >> endobj 4146 0 obj << /Dest [ 514 0 R /XYZ 72 202 null ] /Count 0 /Title (Source: ) /Parent 2951 0 R >> endobj 3549 0 obj << /Parent 2951 0 R >> endobj 3547 0 obj << /Parent 2951 0 R >> endobj 3545 0 obj << /Parent 2951 0 R >> endobj 3543 0 obj << /Parent 2951 0 R >> endobj 3541 0 obj << /Parent 2951 0 R >> endobj 3539 0 obj << /First 3535 0 R /Parent 2951 0 R >> endobj 3537 0 obj << /Dest [ 514 0 R /XYZ 72 721 null ] /Count 0 /Title (Yi Fang ) /Parent 2951 0 R >> endobj 3536 0 obj << /First 3531 0 R /Parent 2951 0 R >> endobj 3535 0 obj << /Dest [ 514 0 R /XYZ 72 721 null ] /Count 0 /Title (Yi Fang ) /Parent 2951 0 R >> endobj 3533 0 obj << /Dest [ 504 0 R /XYZ 72 154 null ] /Count 0 /Title (Zhan Shi ) /Parent 2951 0 R >> endobj 3532 0 obj << /First 3527 0 R /Parent 2951 0 R >> endobj 3531 0 obj << /Dest [ 504 0 R /XYZ 72 154 null ] /Count 0 /Title (Zhan Shi ) /Parent 2951 0 R >> endobj 3529 0 obj << /Dest [ 504 0 R /XYZ 72 218 null ] /Count 0 /Title (Subramaniam Vincent ) /Parent 2951 0 R >> endobj 3528 0 obj << /Parent 2951 0 R >> endobj 3527 0 obj << /Dest [ 504 0 R /XYZ 72 218 null ] /Count 0 /Title (Subramaniam Vincent ) /Parent 2951 0 R >> endobj 3525 0 obj << /Parent 2951 0 R >> endobj 3523 0 obj << /Parent 2951 0 R >> endobj 3521 0 obj << /Parent 2951 0 R >> endobj 3519 0 obj << /Parent 2951 0 R >> endobj 3517 0 obj << /First 3513 0 R /Parent 2951 0 R >> endobj 3515 0 obj << /First 4148 0 R /Count 2 /Prev 4149 0 R /Last 4150 0 R /Title ( "\000 ) /Parent 2951 0 R /Dest [ 494 0 R /XYZ 90 140 null ] >> endobj 4150 0 obj << /Prev 4151 0 R /Count 0 /Title (However, every model fails to reach acceptable accuracy on source justification, the element most relevant to ethical questions about source portrayal, stakeholder inclusion, and lived experience. representation. ) /Dest [ 494 0 R /XYZ 108 140 null ] /Parent 2951 0 R >> endobj 4151 0 obj << /Parent 2951 0 R >> endobj 4149 0 obj << /First 4152 0 R /Parent 2951 0 R >> endobj 4152 0 obj << /Dest [ 494 0 R /XYZ 90 185 null ] /Count 0 /Title ( "\000 ) /Next 4153 0 R /Parent 2951 0 R >> endobj 4153 0 obj << /Prev 4154 0 R /Count 0 /Title (All evaluated. models. perform well on. structured. elements. like. source. type, name, and. title. extraction. ) /Dest [ 494 0 R /XYZ 108 185 null ] /Parent 2951 0 R >> endobj 4154 0 obj << /Parent 2951 0 R >> endobj 4148 0 obj << /Dest [ 494 0 R /XYZ 90 140 null ] /Count 0 /Title ( "\000 ) /Next 4155 0 R /Parent 2951 0 R >> endobj 4155 0 obj << /Prev 4151 0 R /Count 0 /Title (However, every model fails to reach acceptable accuracy on source justification, the element most relevant to ethical questions about source portrayal, stakeholder inclusion, and lived experience. representation. ) /Dest [ 494 0 R /XYZ 108 140 null ] /Parent 2951 0 R >> endobj 3514 0 obj << /Parent 2951 0 R >> endobj 3513 0 obj << /Count 2 /First 4156 0 R /Title ( "\000 ) /Last 4157 0 R /Next 4158 0 R /Parent 2951 0 R /Dest [ 494 0 R /XYZ 90 230 null ] >> endobj 4158 0 obj << /First 4152 0 R /Count 2 /Prev 4159 0 R /Last 4160 0 R /Title ( "\000 ) /Next 4161 0 R /Parent 2951 0 R /Dest [ 494 0 R /XYZ 90 185 null ] >> endobj 4161 0 obj << /First 4148 0 R /Count 2 /Prev 4149 0 R /Last 4150 0 R /Title ( "\000 ) /Parent 2951 0 R /Dest [ 494 0 R /XYZ 90 140 null ] >> endobj 4160 0 obj << /Prev 4154 0 R /Count 0 /Title (All evaluated. models. perform well on. structured. elements. like. source. type, name, and. title. extraction. ) /Dest [ 494 0 R /XYZ 108 185 null ] /Parent 2951 0 R >> endobj 4159 0 obj << /First 4156 0 R /Parent 2951 0 R >> endobj 4157 0 obj << /Prev 4162 0 R /Count 0 /Title (\000T\000w\000o\000.\000 \000m\000o\000d\000e\000l\000s \024\000G\000e\000m\000i\000n\000i\000 \0002\000.\0005\000.\000 \000P\000r\000o\000.\000 \000a\000n\000d\000.\000 \000C\000l\000a\000u\000d\000e\000.\000 \0003\000.\0007\000.\000 \000S\000o\000n\000n\000e\000t \024\000d\000e\000m\000o\000n\000s\000t\000r\000a\000t\000e\000.\000 \000f\000a\000i\000r\000 \000a\000c\000c\000u\000r\000a\000c\000y\000.\000 \000\(\0008\0000\000%\000+\000\)\000.\000 \000f\000o\000r\000.\000 \000i\000d\000e\000n\000t\000i\000f\000y\000i\000n\000g\000.\000 \000s\000o\000u\000r\000c\000e\000d\000 \000s\000t\000a\000t\000e\000m\000e\000n\000t\000s\000,\000 \000a\000.\000 \000c\000r\000i\000t\000i\000c\000a\000l\000 \000b\000a\000s\000e\000l\000i\000n\000e\000 \000f\000o\000r\000.\000 \000e\000n\000a\000b\000l\000i\000n\000g\000.\000 \000d\000o\000w\000n\000s\000t\000r\000e\000a\000m\000 \000a\000n\000a\000l\000y\000s\000i\000s\000.\000 ) /Dest [ 494 0 R /XYZ 108 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Group of People sources do. not have. individual titles, correctly. returning NULL. even. when. the. group. designation. references. occupations. or. roles. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 83 535 null ] >> endobj 4223 0 obj << /Dest [ 465 0 R /XYZ 83 535 null ] /Count 0 /Title (Proper handling. of unnamed. groups: ) /Parent 2951 0 R >> endobj 4222 0 obj << /Parent 2951 0 R >> endobj 4221 0 obj << /Dest [ 465 0 R /XYZ 83 535 null ] /Count 0 /Title (Proper handling. of unnamed. groups: ) /Parent 2951 0 R >> endobj 4219 0 obj << /First 4224 0 R /Parent 2951 0 R >> endobj 4224 0 obj << /Dest [ 465 0 R /XYZ 72 593 null ] /Count 0 /Title (2. ) /Next 4225 0 R /Parent 2951 0 R >> endobj 4225 0 obj << /First 4226 0 R /Count 1 /Prev 4227 0 R /Last 4228 0 R /Title (Models correctly distinguish. between source. justification. \(lived. experience, stakeholder. status\). and. formal title. 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Group of People sources do. not have. individual titles, correctly. returning NULL. even. when. the. group. designation. references. occupations. or. roles. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 83 535 null ] >> endobj 3472 0 obj << /Parent 2951 0 R >> endobj 3471 0 obj << /Count 4 /First 4230 0 R /Title (1. ) /Last 4231 0 R /Next 4232 0 R /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 650 null ] >> endobj 4232 0 obj << /First 4224 0 R /Count 4 /Prev 4233 0 R /Last 4234 0 R /Title (2. ) /Next 4235 0 R /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 593 null ] >> endobj 4235 0 obj << /First 4218 0 R /Count 4 /Prev 4219 0 R /Last 4220 0 R /Title (3. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 72 535 null ] >> endobj 4234 0 obj << /First 4226 0 R /Count 1 /Prev 4227 0 R /Last 4228 0 R /Title (Models correctly distinguish. between source. justification. \(lived. experience, stakeholder. status\). and. formal title. Sources. included. for. their. experience. rather. than. institutional authority. appropriately. are. annotated. as. having. no. title. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 84 593 null ] >> endobj 4233 0 obj << /First 4230 0 R /Parent 2951 0 R >> endobj 4231 0 obj << /First 4236 0 R /Count 1 /Prev 4237 0 R /Last 4238 0 R /Title (Models consistently capture standard. titles with. organizational affiliations. \("Director," "Counsel," "CEO"\). Minor. phrasing variations. \("director. of" vs. "director, "\). do not affect semantic. accuracy. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 83 650 null ] >> endobj 4238 0 obj << /Dest [ 465 0 R /XYZ 83 650 null ] /Count 0 /Title (High accuracy. for formal organizational titles: ) /Parent 2951 0 R >> endobj 4237 0 obj << /Parent 2951 0 R >> endobj 4236 0 obj << /Dest [ 465 0 R /XYZ 83 650 null ] /Count 0 /Title (High accuracy. for formal organizational titles: ) /Parent 2951 0 R >> endobj 4230 0 obj << /Dest [ 465 0 R /XYZ 72 650 null ] /Count 0 /Title (1. ) /Next 4239 0 R /Parent 2951 0 R >> endobj 4239 0 obj << /First 4236 0 R /Count 1 /Prev 4237 0 R /Last 4238 0 R /Title (Models consistently capture standard. titles with. organizational affiliations. \("Director," "Counsel," "CEO"\). Minor. phrasing variations. \("director. of" vs. "director, "\). do not affect semantic. accuracy. ) /Parent 2951 0 R /Dest [ 465 0 R /XYZ 83 650 null ] >> endobj 3469 0 obj << /Parent 2951 0 R >> endobj 3467 0 obj << /First 3463 0 R /Parent 2951 0 R >> endobj 3465 0 obj << /Dest [ 448 0 R /XYZ 513 158 null ] /Count 0 /Title (-) /Parent 2951 0 R >> endobj 3464 0 obj << /Parent 2951 0 R >> endobj 3463 0 obj << /Dest [ 448 0 R /XYZ 513 158 null ] /Count 0 /Title (-) /Parent 2951 0 R >> endobj 3461 0 obj << /First 3457 0 R /Parent 2951 0 R >> endobj 3459 0 obj << /First 4240 0 R /Count 6 /Prev 4241 0 R /Last 4242 0 R /Title (Type of Source: Unnamed. group of people Name: Politicians Title: NULL ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 267 null ] >> endobj 4242 0 obj << /First 4243 0 R /Count 2 /Prev 4244 0 R /Last 4245 0 R /Title (Type of Source: Unnamed. group of people Name: politicians Title: NULL. ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 267 null ] >> endobj 4245 0 obj << /Last 4246 0 R /Count 1 /First 4247 0 R /Title (Type of Source: Unnamed. group of people Name: politicians Title: NULL. ) /Dest [ 448 0 R /XYZ 312 267 null ] /Parent 2951 0 R >> endobj 4247 0 obj << /Dest [ 448 0 R /XYZ 360 241 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4246 0 obj << /Dest [ 448 0 R /XYZ 360 241 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4244 0 obj << /First 4248 0 R /Parent 2951 0 R >> endobj 4248 0 obj << /Dest [ 448 0 R /XYZ 78 267 null ] /Count 0 /Title (Type of Source: Unnamed. group of people Name: Politicians Title: NULL ) /Parent 2951 0 R >> endobj 4243 0 obj << /Last 4246 0 R /Count 1 /First 4247 0 R /Title (Type of Source: Unnamed. group of people Name: politicians Title: NULL. ) /Dest [ 448 0 R /XYZ 312 267 null ] /Parent 2951 0 R >> endobj 4241 0 obj << /First 4249 0 R /Parent 2951 0 R >> endobj 4249 0 obj << /Count 1 /First 4250 0 R /Title (Ground. Truth ) /Last 4251 0 R /Next 4252 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 294 null ] >> endobj 4252 0 obj << /First 4253 0 R /Count 1 /Prev 4254 0 R /Last 4255 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 294 null ] >> endobj 4255 0 obj << /Dest [ 448 0 R /XYZ 312 294 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4254 0 obj << /First 4250 0 R /Parent 2951 0 R >> endobj 4253 0 obj << /Dest [ 448 0 R /XYZ 312 294 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4251 0 obj << /Dest [ 448 0 R /XYZ 78 294 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4250 0 obj << /Dest [ 448 0 R /XYZ 78 294 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4240 0 obj << /Count 1 /First 4248 0 R /Title (Type of Source: Unnamed. group of people Name: Politicians Title: NULL ) /Last 4256 0 R /Next 4257 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 267 null ] >> endobj 4257 0 obj << /First 4243 0 R /Count 2 /Prev 4244 0 R /Last 4245 0 R /Title (Type of Source: Unnamed. group of people Name: politicians Title: NULL. ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 267 null ] >> endobj 4256 0 obj << /Dest [ 448 0 R /XYZ 78 267 null ] /Count 0 /Title (Type of Source: Unnamed. group of people Name: Politicians Title: NULL ) /Parent 2951 0 R >> endobj 3458 0 obj << /Parent 2951 0 R >> endobj 3457 0 obj << /Count 6 /First 4249 0 R /Title (Ground. Truth ) /Last 4258 0 R /Next 4259 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 294 null ] >> endobj 4259 0 obj << /First 4240 0 R /Count 6 /Prev 4241 0 R /Last 4242 0 R /Title (Type of Source: Unnamed. group of people Name: Politicians Title: NULL ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 267 null ] >> endobj 4258 0 obj << /First 4253 0 R /Count 1 /Prev 4254 0 R /Last 4255 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 294 null ] >> endobj 3455 0 obj << /Parent 2951 0 R >> endobj 3453 0 obj << /First 3449 0 R /Parent 2951 0 R >> endobj 3451 0 obj << /Prev 4260 0 R /Count 0 /Title (Source: ) /Dest [ 448 0 R /XYZ 72 410 null ] /Parent 2951 0 R >> endobj 4260 0 obj << /Parent 2951 0 R >> endobj 3450 0 obj << /Parent 2951 0 R >> endobj 3449 0 obj << /Dest [ 448 0 R /XYZ 72 432 null ] /Count 0 /Title (Example. 4: Article. 25 \(Anti-trans laws and ballot. access\). - Unnamed. Group. of People. ) /Next 4261 0 R /Parent 2951 0 R >> endobj 4261 0 obj << /Prev 4260 0 R /Count 0 /Title (Source: ) /Dest [ 448 0 R /XYZ 72 410 null ] /Parent 2951 0 R >> endobj 3447 0 obj << /Parent 2951 0 R >> endobj 3445 0 obj << /First 3441 0 R /Parent 2951 0 R >> endobj 3443 0 obj << /First 4262 0 R /Count 20 /Prev 4263 0 R /Last 4264 0 R /Title (NULL \(no formal title\) ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 595 null ] >> endobj 4264 0 obj << /First 4265 0 R /Count 2 /Prev 4266 0 R /Last 4267 0 R /Title (NULL ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 429 594 null ] >> endobj 4267 0 obj << /Last 4268 0 R /Count 1 /First 4269 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 429 594 null ] /Parent 2951 0 R >> endobj 4269 0 obj << /Dest [ 448 0 R /XYZ 454 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4268 0 obj << /Dest [ 448 0 R /XYZ 454 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4266 0 obj << /First 4270 0 R /Parent 2951 0 R >> endobj 4270 0 obj << /Last 4271 0 R /Count 1 /First 4272 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 312 594 null ] /Parent 2951 0 R >> endobj 4272 0 obj << /Dest [ 448 0 R /XYZ 337 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4271 0 obj << /Dest [ 448 0 R /XYZ 337 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4265 0 obj << /Last 4268 0 R /Count 1 /First 4269 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 429 594 null ] /Parent 2951 0 R >> endobj 4263 0 obj << /First 4273 0 R /Parent 2951 0 R >> endobj 4273 0 obj << /Count 1 /First 4274 0 R /Title (Ground. Truth ) /Last 4275 0 R /Next 4276 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 621 null ] >> endobj 4276 0 obj << /First 4277 0 R /Count 1 /Prev 4278 0 R /Last 4279 0 R /Title (GPT. 4.1 ) /Next 4280 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 195 621 null ] >> endobj 4280 0 obj << /First 4281 0 R /Count 2 /Prev 4282 0 R /Last 4283 0 R /Title (Claude. 3.5. Sonnet ) /Next 4284 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 621 null ] >> endobj 4284 0 obj << /First 4285 0 R /Count 1 /Prev 4286 0 R /Last 4287 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 429 621 null ] >> endobj 4287 0 obj << /Dest [ 448 0 R /XYZ 429 621 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4286 0 obj << /First 4281 0 R /Parent 2951 0 R >> endobj 4285 0 obj << /Dest [ 448 0 R /XYZ 429 621 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4283 0 obj << /Last 4288 0 R /Count 1 /First 4289 0 R /Title (Claude. 3.5. Sonnet ) /Dest [ 448 0 R /XYZ 312 621 null ] /Parent 2951 0 R >> endobj 4289 0 obj << /Dest [ 448 0 R /XYZ 312 621 null ] /Count 0 /Title (Claude. 3.5. Sonnet ) /Parent 2951 0 R >> endobj 4288 0 obj << /Dest [ 448 0 R /XYZ 312 621 null ] /Count 0 /Title (Claude. 3.5. Sonnet ) /Parent 2951 0 R >> endobj 4282 0 obj << /First 4277 0 R /Parent 2951 0 R >> endobj 4281 0 obj << /Last 4288 0 R /Count 1 /First 4289 0 R /Title (Claude. 3.5. Sonnet ) /Dest [ 448 0 R /XYZ 312 621 null ] /Parent 2951 0 R >> endobj 4279 0 obj << /Dest [ 448 0 R /XYZ 195 621 null ] /Count 0 /Title (GPT. 4.1 ) /Parent 2951 0 R >> endobj 4278 0 obj << /First 4274 0 R /Parent 2951 0 R >> endobj 4277 0 obj << /Dest [ 448 0 R /XYZ 195 621 null ] /Count 0 /Title (GPT. 4.1 ) /Parent 2951 0 R >> endobj 4275 0 obj << /Dest [ 448 0 R /XYZ 78 621 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4274 0 obj << /Dest [ 448 0 R /XYZ 78 621 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4262 0 obj << /Count 1 /First 4290 0 R /Title (NULL \(no formal title\) ) /Last 4291 0 R /Next 4292 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 595 null ] >> endobj 4292 0 obj << /First 4293 0 R /Count 2 /Prev 4294 0 R /Last 4295 0 R /Title (NULL ) /Next 4296 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 195 594 null ] >> endobj 4296 0 obj << /First 4270 0 R /Count 2 /Prev 4297 0 R /Last 4298 0 R /Title (NULL ) /Next 4299 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 312 594 null ] >> endobj 4299 0 obj << /First 4265 0 R /Count 2 /Prev 4266 0 R /Last 4267 0 R /Title (NULL ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 429 594 null ] >> endobj 4298 0 obj << /Last 4271 0 R /Count 1 /First 4272 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 312 594 null ] /Parent 2951 0 R >> endobj 4297 0 obj << /First 4293 0 R /Parent 2951 0 R >> endobj 4295 0 obj << /Last 4300 0 R /Count 1 /First 4301 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 195 594 null ] /Parent 2951 0 R >> endobj 4301 0 obj << /Dest [ 448 0 R /XYZ 220 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4300 0 obj << /Dest [ 448 0 R /XYZ 220 594 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4294 0 obj << /First 4290 0 R /Parent 2951 0 R >> endobj 4293 0 obj << /Last 4300 0 R /Count 1 /First 4301 0 R /Title (NULL ) /Dest [ 448 0 R /XYZ 195 594 null ] /Parent 2951 0 R >> endobj 4291 0 obj << /Dest [ 448 0 R /XYZ 78 595 null ] /Count 0 /Title (NULL \(no formal title\) ) /Parent 2951 0 R >> endobj 4290 0 obj << /Dest [ 448 0 R /XYZ 78 595 null ] /Count 0 /Title (NULL \(no formal title\) ) /Parent 2951 0 R >> endobj 3442 0 obj << /Parent 2951 0 R >> endobj 3441 0 obj << /Count 20 /First 4273 0 R /Title (Ground. Truth ) /Last 4302 0 R /Next 4303 0 R /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 621 null ] >> endobj 4303 0 obj << /First 4262 0 R /Count 20 /Prev 4263 0 R /Last 4264 0 R /Title (NULL \(no formal title\) ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 78 595 null ] >> endobj 4302 0 obj << /First 4285 0 R /Count 1 /Prev 4286 0 R /Last 4287 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 448 0 R /XYZ 429 621 null ] >> endobj 3439 0 obj << /Parent 2951 0 R >> endobj 3437 0 obj << /Parent 2951 0 R >> endobj 3435 0 obj << /Parent 2951 0 R >> endobj 3433 0 obj << /Parent 2951 0 R >> endobj 3431 0 obj << /Parent 2951 0 R >> endobj 3429 0 obj << /First 3425 0 R /Parent 2951 0 R >> endobj 3427 0 obj << /First 4304 0 R /Count 20 /Prev 4305 0 R /Last 4306 0 R /Title (NULL \(no formal title\) ) /Parent 2951 0 R /Dest [ 428 0 R /XYZ 78 261 null ] >> endobj 4306 0 obj << /First 4307 0 R /Count 2 /Prev 4308 0 R /Last 4309 0 R /Title (NULL ) /Parent 2951 0 R /Dest [ 428 0 R /XYZ 429 259 null ] >> endobj 4309 0 obj << /Last 4310 0 R /Count 1 /First 4311 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 429 259 null ] /Parent 2951 0 R >> endobj 4311 0 obj << /Dest [ 428 0 R /XYZ 454 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4310 0 obj << /Dest [ 428 0 R /XYZ 454 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4308 0 obj << /First 4312 0 R /Parent 2951 0 R >> endobj 4312 0 obj << /Last 4313 0 R /Count 1 /First 4314 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 312 259 null ] /Parent 2951 0 R >> endobj 4314 0 obj << /Dest [ 428 0 R /XYZ 337 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4313 0 obj << /Dest [ 428 0 R /XYZ 337 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4307 0 obj << /Last 4310 0 R /Count 1 /First 4311 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 429 259 null ] /Parent 2951 0 R >> endobj 4305 0 obj << /First 4315 0 R /Parent 2951 0 R >> endobj 4315 0 obj << /Count 1 /First 4316 0 R /Title (Ground. Truth ) /Last 4317 0 R /Next 4318 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 78 287 null ] >> endobj 4318 0 obj << /First 4319 0 R /Count 1 /Prev 4320 0 R /Last 4321 0 R /Title (GPT. 4.1 ) /Next 4322 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 195 287 null ] >> endobj 4322 0 obj << /First 4323 0 R /Count 2 /Prev 4324 0 R /Last 4325 0 R /Title (Claude. 3.5. Sonnet ) /Next 4326 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 312 287 null ] >> endobj 4326 0 obj << /First 4327 0 R /Count 1 /Prev 4328 0 R /Last 4329 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 428 0 R /XYZ 429 287 null ] >> endobj 4329 0 obj << /Dest [ 428 0 R /XYZ 429 287 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4328 0 obj << /First 4323 0 R /Parent 2951 0 R >> endobj 4327 0 obj << /Dest [ 428 0 R /XYZ 429 287 null ] /Count 0 /Title (Llama 3.1-405B ) /Parent 2951 0 R >> endobj 4325 0 obj << /Last 4330 0 R /Count 1 /First 4331 0 R /Title (Claude. 3.5. Sonnet ) /Dest [ 428 0 R /XYZ 312 287 null ] /Parent 2951 0 R >> endobj 4331 0 obj << /Dest [ 428 0 R /XYZ 312 287 null ] /Count 0 /Title (Claude. 3.5. Sonnet ) /Parent 2951 0 R >> endobj 4330 0 obj << /Dest [ 428 0 R /XYZ 312 287 null ] /Count 0 /Title (Claude. 3.5. Sonnet ) /Parent 2951 0 R >> endobj 4324 0 obj << /First 4319 0 R /Parent 2951 0 R >> endobj 4323 0 obj << /Last 4330 0 R /Count 1 /First 4331 0 R /Title (Claude. 3.5. Sonnet ) /Dest [ 428 0 R /XYZ 312 287 null ] /Parent 2951 0 R >> endobj 4321 0 obj << /Dest [ 428 0 R /XYZ 195 287 null ] /Count 0 /Title (GPT. 4.1 ) /Parent 2951 0 R >> endobj 4320 0 obj << /First 4316 0 R /Parent 2951 0 R >> endobj 4319 0 obj << /Dest [ 428 0 R /XYZ 195 287 null ] /Count 0 /Title (GPT. 4.1 ) /Parent 2951 0 R >> endobj 4317 0 obj << /Dest [ 428 0 R /XYZ 78 287 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4316 0 obj << /Dest [ 428 0 R /XYZ 78 287 null ] /Count 0 /Title (Ground. Truth ) /Parent 2951 0 R >> endobj 4304 0 obj << /Count 1 /First 4332 0 R /Title (NULL \(no formal title\) ) /Last 4333 0 R /Next 4334 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 78 261 null ] >> endobj 4334 0 obj << /First 4335 0 R /Count 2 /Prev 4336 0 R /Last 4337 0 R /Title (NULL ) /Next 4338 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 195 259 null ] >> endobj 4338 0 obj << /First 4312 0 R /Count 2 /Prev 4339 0 R /Last 4340 0 R /Title (NULL ) /Next 4341 0 R /Parent 2951 0 R /Dest [ 428 0 R /XYZ 312 259 null ] >> endobj 4341 0 obj << /First 4307 0 R /Count 2 /Prev 4308 0 R /Last 4309 0 R /Title (NULL ) /Parent 2951 0 R /Dest [ 428 0 R /XYZ 429 259 null ] >> endobj 4340 0 obj << /Last 4313 0 R /Count 1 /First 4314 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 312 259 null ] /Parent 2951 0 R >> endobj 4339 0 obj << /First 4335 0 R /Parent 2951 0 R >> endobj 4337 0 obj << /Last 4342 0 R /Count 1 /First 4343 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 195 259 null ] /Parent 2951 0 R >> endobj 4343 0 obj << /Dest [ 428 0 R /XYZ 220 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4342 0 obj << /Dest [ 428 0 R /XYZ 220 260 null ] /Count 0 /Title ('\023\000 ) /Parent 2951 0 R >> endobj 4336 0 obj << /First 4332 0 R /Parent 2951 0 R >> endobj 4335 0 obj << /Last 4342 0 R /Count 1 /First 4343 0 R /Title (NULL ) /Dest [ 428 0 R /XYZ 195 259 null ] /Parent 2951 0 R >> endobj 4333 0 obj << /Dest [ 428 0 R /XYZ 78 261 null ] /Count 0 /Title (NULL \(no formal title\) ) /Parent 2951 0 R >> endobj 4332 0 obj << /Dest [ 428 0 R /XYZ 78 261 null ] /Count 0 /Title (NULL \(no formal title\) ) /Parent 2951 0 R >> endobj 3426 0 obj << /Parent 2951 0 R >> endobj 3425 0 obj << /Count 20 /First 4315 0 R /Title (Ground. 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The. New York. Times. ) /Parent 2951 0 R >> endobj 4440 0 obj << /Dest [ 383 0 R /XYZ 78 689 null ] /Count 0 /Title (according. to an email that Mr. Altman wrote to colleagues. and that was. viewed by. The. New York. Times. ) /Parent 2951 0 R >> endobj 3366 0 obj << /Parent 2951 0 R >> endobj 3365 0 obj << /Count 20 /First 4423 0 R /Title (Ground. Truth ) /Last 4450 0 R /Next 4451 0 R /Parent 2951 0 R /Dest [ 383 0 R /XYZ 78 715 null ] >> endobj 4451 0 obj << /First 4416 0 R /Count 20 /Prev 4417 0 R /Last 4418 0 R /Title (according. to an email that Mr. Altman wrote to colleagues. and that was. viewed by. The. New York. Times. ) /Parent 2951 0 R /Dest [ 383 0 R /XYZ 78 689 null ] >> endobj 4450 0 obj << /First 4435 0 R /Count 1 /Prev 4436 0 R /Last 4437 0 R /Title (Llama 3.1-405B ) /Parent 2951 0 R /Dest [ 383 0 R /XYZ 429 715 null ] >> endobj 3363 0 obj << /First 3359 0 R /Parent 2951 0 R >> endobj 3361 0 obj << /Prev 4452 0 R /Count 0 /Title (Sourced. Statement: ) /Dest [ 362 0 R /XYZ 72 177 null ] /Parent 2951 0 R >> endobj 4452 0 obj << /Parent 2951 0 R >> endobj 3360 0 obj << /Parent 2951 0 R >> endobj 3359 0 obj << /Dest [ 362 0 R /XYZ 72 199 null ] /Count 0 /Title (Example. 5: Article. 32 \(OpenAI Board Restructuring\) ) /Next 4453 0 R /Parent 2951 0 R >> endobj 4453 0 obj << /Prev 4452 0 R /Count 0 /Title (Sourced. Statement: ) /Dest [ 362 0 R /XYZ 72 177 null ] /Parent 2951 0 R >> endobj 3357 0 obj << /Parent 2951 0 R >> endobj 3355 0 obj << /First 3351 0 R /Parent 2951 0 R >> endobj 3353 0 obj << /First 4454 0 R /Count 20 /Prev 4455 0 R /Last 4456 0 R /Title (King's first chance to. vote will be in the 2024 presidential election. season -- unless a legislative proposal. introduced in January that. would remove the two-year requirement passes and becomes law. ) /Parent 2951 0 R /Dest [ 362 0 R /XYZ 78 448 null ] >> endobj 4456 0 obj << /First 4457 0 R /Count 2 /Prev 4458 0 R /Last 4459 0 R /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Parent 2951 0 R /Dest [ 362 0 R /XYZ 429 449 null ] >> endobj 4459 0 obj << /Last 4460 0 R /Count 1 /First 4461 0 R /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Dest [ 362 0 R /XYZ 429 449 null ] /Parent 2951 0 R >> endobj 4461 0 obj << /Dest [ 362 0 R /XYZ 429 449 null ] /Count 0 /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Parent 2951 0 R >> endobj 4460 0 obj << /Dest [ 362 0 R /XYZ 429 449 null ] /Count 0 /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Parent 2951 0 R >> endobj 4458 0 obj << /First 4462 0 R /Parent 2951 0 R >> endobj 4462 0 obj << /Dest [ 362 0 R /XYZ 312 449 null ] /Count 0 /Title (NULL ) /Parent 2951 0 R >> endobj 4457 0 obj << /Last 4460 0 R /Count 1 /First 4461 0 R /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Dest [ 362 0 R /XYZ 429 449 null ] /Parent 2951 0 R >> endobj 4455 0 obj << /First 4463 0 R /Parent 2951 0 R >> endobj 4463 0 obj << /Count 1 /First 4464 0 R /Title (Ground. 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Truth ) /Parent 2951 0 R >> endobj 4454 0 obj << /Count 1 /First 4480 0 R /Title (King's first chance to. vote will be in the 2024 presidential election. season -- unless a legislative proposal. introduced in January that. would remove the two-year requirement passes and becomes law. ) /Last 4481 0 R /Next 4482 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 78 448 null ] >> endobj 4482 0 obj << /First 4483 0 R /Count 2 /Prev 4484 0 R /Last 4485 0 R /Title (WRONG TEXT: An outreach specialist with the Nebraska AIDS Project, King came off probation in August ) /Next 4486 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 195 449 null ] >> endobj 4486 0 obj << /First 4462 0 R /Count 1 /Prev 4487 0 R /Last 4488 0 R /Title (NULL ) /Next 4489 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 312 449 null ] >> endobj 4489 0 obj << /First 4457 0 R /Count 2 /Prev 4458 0 R /Last 4459 0 R /Title (WRONG TEXT: former felon who had his voting rights. restored ) /Parent 2951 0 R /Dest [ 362 0 R /XYZ 429 449 null ] >> endobj 4488 0 obj << /Dest [ 362 0 R /XYZ 312 449 null ] /Count 0 /Title (NULL ) /Parent 2951 0 R >> endobj 4487 0 obj << /First 4483 0 R /Parent 2951 0 R >> endobj 4485 0 obj << /Last 4490 0 R /Count 1 /First 4491 0 R /Title (WRONG TEXT: An outreach specialist with the Nebraska AIDS Project, King came off probation in August ) /Dest [ 362 0 R /XYZ 195 449 null ] /Parent 2951 0 R >> endobj 4491 0 obj << /Dest [ 362 0 R /XYZ 195 449 null ] /Count 0 /Title (WRONG TEXT: An outreach specialist with the Nebraska AIDS Project, King came off probation in August ) /Parent 2951 0 R >> endobj 4490 0 obj << /Dest [ 362 0 R /XYZ 195 449 null ] /Count 0 /Title (WRONG TEXT: An outreach specialist with the Nebraska AIDS Project, King came off probation in August ) /Parent 2951 0 R >> endobj 4484 0 obj << /First 4480 0 R /Parent 2951 0 R >> endobj 4483 0 obj << /Last 4490 0 R /Count 1 /First 4491 0 R /Title (WRONG TEXT: An outreach specialist with the Nebraska AIDS Project, King came off probation in August ) /Dest [ 362 0 R /XYZ 195 449 null ] /Parent 2951 0 R >> endobj 4481 0 obj << /Dest [ 362 0 R /XYZ 78 448 null ] /Count 0 /Title (King's first chance to. vote will be in the 2024 presidential election. season -- unless a legislative proposal. introduced in January that. would remove the two-year requirement passes and becomes law. ) /Parent 2951 0 R >> endobj 4480 0 obj << /Dest [ 362 0 R /XYZ 78 448 null ] /Count 0 /Title (King's first chance to. vote will be in the 2024 presidential election. season -- unless a legislative proposal. introduced in January that. would remove the two-year requirement passes and becomes law. ) /Parent 2951 0 R >> endobj 3352 0 obj << /Parent 2951 0 R >> endobj 3351 0 obj << /Count 20 /First 4463 0 R /Title (Ground. Truth ) /Last 4492 0 R /Next 4493 0 R /Parent 2951 0 R /Dest [ 362 0 R /XYZ 78 475 null ] >> endobj 4493 0 obj << /First 4454 0 R /Count 20 /Prev 4455 0 R /Last 4456 0 R /Title (King's first chance to. vote will be in the 2024 presidential election. season -- unless a legislative proposal. introduced in January that. would remove the two-year requirement passes and becomes law. ) /Parent 2951 0 R /Dest [ 362 0 R /XYZ 78 448 null ] >> endobj 4492 0 obj << /First 4475 0 R /Count 2 /Prev 4476 0 R /Last 4477 0 R /Title (Claude. 3.7. Sonnet ) /Parent 2951 0 R /Dest [ 362 0 R /XYZ 429 475 null ] >> endobj 3349 0 obj << /First 3345 0 R /Parent 2951 0 R >> endobj 3347 0 obj << /Prev 4494 0 R /Count 0 /Title (Sourced. 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