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ZacharyZhang-NY 77219c930b Add third-party benchmark suite frozen at 50,789 sources / 5,308 queries 
Ground truth comes only from third-party annotations (MMLongBench-Doc
evidence_page_ids, VisRAG qrels, ScreenSpot-v2 bboxes, Video-MME QA,
LongMemEval answer_session_ids, CodeSearchNet func_path+func_name) and
from document structure; no model judgement is used anywhere.

- bench/corpus/manifest.jsonl: 28 sources with url, retrieved_at, sha256,
  annotation_source, license, files[]; verified by bench.manifest_check
- bench/sets/{pdf,image,ui_screenshot,video,code,conversation}.{jsonl} plus
  corpus indexes and a manifest that freezes every file's sha256
- 2,928 answerable + 2,380 unanswerable queries over 854 holders; every
  query carries scope {holder, scenario, as_of} for transactive routing
- bench/validate_sets.py fails on missing gold, holder mismatch between
  gold and query, gold observed after as_of, and manifest digest drift
2026-10-06 12:05:43 -04:00

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{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 17, "path": "yubo2333/MMLongBench-Doc/documents/05-03-18-political-release.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:05-03-18-political-release.pdf", "title": "05-03-18-political-release.pdf"}
{"doc_type": "Administration-Industry-file", "holder": "Administration-Industry-file", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 16, "path": "yubo2333/MMLongBench-Doc/documents/0b85477387a9d0cc33fca0f4becaa0e5.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:0b85477387a9d0cc33fca0f4becaa0e5.pdf", "title": "0b85477387a9d0cc33fca0f4becaa0e5.pdf"}
{"doc_type": "Tutorial-Workshop", "holder": "Tutorial-Workshop", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 15, "path": "yubo2333/MMLongBench-Doc/documents/0e94b4197b10096b1f4c699701570fbf.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:0e94b4197b10096b1f4c699701570fbf.pdf", "title": "0e94b4197b10096b1f4c699701570fbf.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 45, "path": "yubo2333/MMLongBench-Doc/documents/11-21-16-Updated-Post-Election-Release.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:11-21-16-Updated-Post-Election-Release.pdf", "title": "11-21-16-Updated-Post-Election-Release.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 28, "path": "yubo2333/MMLongBench-Doc/documents/12-15-15-ISIS-and-terrorism-release-final.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:12-15-15-ISIS-and-terrorism-release-final.pdf", "title": "12-15-15-ISIS-and-terrorism-release-final.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 26, "path": "yubo2333/MMLongBench-Doc/documents/2005.12872v3.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2005.12872v3.pdf", "title": "2005.12872v3.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 55, "path": "yubo2333/MMLongBench-Doc/documents/2021-Apple-Catalog.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2021-Apple-Catalog.pdf", "title": "2021-Apple-Catalog.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 19, "path": "yubo2333/MMLongBench-Doc/documents/2023.findings-emnlp.248.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2023.findings-emnlp.248.pdf", "title": "2023.findings-emnlp.248.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 27, "path": "yubo2333/MMLongBench-Doc/documents/2024.ug.eprospectus.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2024.ug.eprospectus.pdf", "title": "2024.ug.eprospectus.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 24, "path": "yubo2333/MMLongBench-Doc/documents/2210.02442v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2210.02442v1.pdf", "title": "2210.02442v1.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 9, "path": "yubo2333/MMLongBench-Doc/documents/2303.05039v2.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2303.05039v2.pdf", "title": "2303.05039v2.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 30, "path": "yubo2333/MMLongBench-Doc/documents/2303.08559v2.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2303.08559v2.pdf", "title": "2303.08559v2.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 27, "path": "yubo2333/MMLongBench-Doc/documents/2305.13186v3.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2305.13186v3.pdf", "title": "2305.13186v3.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 16, "path": "yubo2333/MMLongBench-Doc/documents/2305.14160v4.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2305.14160v4.pdf", "title": "2305.14160v4.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 22, "path": "yubo2333/MMLongBench-Doc/documents/2306.05425v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2306.05425v1.pdf", "title": "2306.05425v1.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 166, "path": "yubo2333/MMLongBench-Doc/documents/2309.17421v2.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2309.17421v2.pdf", "title": "2309.17421v2.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 24, "path": "yubo2333/MMLongBench-Doc/documents/2310.05634v2.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2310.05634v2.pdf", "title": "2310.05634v2.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 10, "path": "yubo2333/MMLongBench-Doc/documents/2310.07609v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2310.07609v1.pdf", "title": "2310.07609v1.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 23, "path": "yubo2333/MMLongBench-Doc/documents/2310.09158v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2310.09158v1.pdf", "title": "2310.09158v1.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 117, "path": "yubo2333/MMLongBench-Doc/documents/2311.16502v3.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2311.16502v3.pdf", "title": "2311.16502v3.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 28, "path": "yubo2333/MMLongBench-Doc/documents/2312.04350v3.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2312.04350v3.pdf", "title": "2312.04350v3.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 21, "path": "yubo2333/MMLongBench-Doc/documents/2312.10997v5.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2312.10997v5.pdf", "title": "2312.10997v5.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 23, "path": "yubo2333/MMLongBench-Doc/documents/2401.18059v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2401.18059v1.pdf", "title": "2401.18059v1.pdf"}
{"doc_type": "Academic-paper", "holder": "Academic-paper", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 27, "path": "yubo2333/MMLongBench-Doc/documents/2405.09818v1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:2405.09818v1.pdf", "title": "2405.09818v1.pdf"}
{"doc_type": "Administration-Industry-file", "holder": "Administration-Industry-file", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 16, "path": "yubo2333/MMLongBench-Doc/documents/3276a5b991c49cf5f9a4af0f7d6fce67.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:3276a5b991c49cf5f9a4af0f7d6fce67.pdf", "title": "3276a5b991c49cf5f9a4af0f7d6fce67.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 17, "path": "yubo2333/MMLongBench-Doc/documents/379f44022bb27aa53efd5d322c7b57bf.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:379f44022bb27aa53efd5d322c7b57bf.pdf", "title": "379f44022bb27aa53efd5d322c7b57bf.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 160, "path": "yubo2333/MMLongBench-Doc/documents/3M_2018_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:3M_2018_10K.pdf", "title": "3M_2018_10K.pdf"}
{"doc_type": "Tutorial-Workshop", "holder": "Tutorial-Workshop", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 112, "path": "yubo2333/MMLongBench-Doc/documents/52b3137455e7ca4df65021a200aef724.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:52b3137455e7ca4df65021a200aef724.pdf", "title": "52b3137455e7ca4df65021a200aef724.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 20, "path": "yubo2333/MMLongBench-Doc/documents/698bba535087fa9a7f9009e172a7f763.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:698bba535087fa9a7f9009e172a7f763.pdf", "title": "698bba535087fa9a7f9009e172a7f763.pdf"}
{"doc_type": "Administration-Industry-file", "holder": "Administration-Industry-file", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 15, "path": "yubo2333/MMLongBench-Doc/documents/7c3f6204b3241f142f0f8eb8e1fefe7a.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:7c3f6204b3241f142f0f8eb8e1fefe7a.pdf", "title": "7c3f6204b3241f142f0f8eb8e1fefe7a.pdf"}
{"doc_type": "Guidebook", "holder": "Guidebook", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 18, "path": "yubo2333/MMLongBench-Doc/documents/8dfc21ec151fb9d3578fc32d5c4e5df9.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:8dfc21ec151fb9d3578fc32d5c4e5df9.pdf", "title": "8dfc21ec151fb9d3578fc32d5c4e5df9.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 17, "path": "yubo2333/MMLongBench-Doc/documents/8e7c4cb542ad160f80fb3d795ada35d8.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:8e7c4cb542ad160f80fb3d795ada35d8.pdf", "title": "8e7c4cb542ad160f80fb3d795ada35d8.pdf"}
{"doc_type": "Guidebook", "holder": "Guidebook", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 40, "path": "yubo2333/MMLongBench-Doc/documents/91521110100M_4K_UHD_Display_User_Manual_V1.1.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:91521110100M_4K_UHD_Display_User_Manual_V1.1.pdf", "title": "91521110100M_4K_UHD_Display_User_Manual_V1.1.pdf"}
{"doc_type": "Administration-Industry-file", "holder": "Administration-Industry-file", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 15, "path": "yubo2333/MMLongBench-Doc/documents/936c0e2c2e6c8e0c07c51bfaf7fd0a83.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:936c0e2c2e6c8e0c07c51bfaf7fd0a83.pdf", "title": "936c0e2c2e6c8e0c07c51bfaf7fd0a83.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 198, "path": "yubo2333/MMLongBench-Doc/documents/ACTIVISIONBLIZZARD_2019_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:ACTIVISIONBLIZZARD_2019_10K.pdf", "title": "ACTIVISIONBLIZZARD_2019_10K.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 116, "path": "yubo2333/MMLongBench-Doc/documents/ADOBE_2015_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:ADOBE_2015_10K.pdf", "title": "ADOBE_2015_10K.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 85, "path": "yubo2333/MMLongBench-Doc/documents/AMAZON_2017_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:AMAZON_2017_10K.pdf", "title": "AMAZON_2017_10K.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 75, "path": "yubo2333/MMLongBench-Doc/documents/BESTBUY_2023_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:BESTBUY_2023_10K.pdf", "title": "BESTBUY_2023_10K.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 16, "path": "yubo2333/MMLongBench-Doc/documents/BRO-GL-MMONEY.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:BRO-GL-MMONEY.pdf", "title": "BRO-GL-MMONEY.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 46, "path": "yubo2333/MMLongBench-Doc/documents/Bergen-Brochure-en-2022-23.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:Bergen-Brochure-en-2022-23.pdf", "title": "Bergen-Brochure-en-2022-23.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 76, "path": "yubo2333/MMLongBench-Doc/documents/COSTCO_2021_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:COSTCO_2021_10K.pdf", "title": "COSTCO_2021_10K.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 28, "path": "yubo2333/MMLongBench-Doc/documents/Campaign_038_Introducing_AC_Whitepaper_v5e.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:Campaign_038_Introducing_AC_Whitepaper_v5e.pdf", "title": "Campaign_038_Introducing_AC_Whitepaper_v5e.pdf"}
{"doc_type": "Guidebook", "holder": "Guidebook", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 21, "path": "yubo2333/MMLongBench-Doc/documents/DSA-278777.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:DSA-278777.pdf", "title": "DSA-278777.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 17, "path": "yubo2333/MMLongBench-Doc/documents/GPL-Graduate-Studies-Professional-Learning-Brochure-Jul-2021.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:GPL-Graduate-Studies-Professional-Learning-Brochure-Jul-2021.pdf", "title": "GPL-Graduate-Studies-Professional-Learning-Brochure-Jul-2021.pdf"}
{"doc_type": "Guidebook", "holder": "Guidebook", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 76, "path": "yubo2333/MMLongBench-Doc/documents/Guide-for-international-students-web.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:Guide-for-international-students-web.pdf", "title": "Guide-for-international-students-web.pdf"}
{"doc_type": "Brochure", "holder": "Brochure", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 24, "path": "yubo2333/MMLongBench-Doc/documents/ISEP_student_handbook_2020.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:ISEP_student_handbook_2020.pdf", "title": "ISEP_student_handbook_2020.pdf"}
{"doc_type": "Research-report-Introduction", "holder": "Research-report-Introduction", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 23, "path": "yubo2333/MMLongBench-Doc/documents/Independents-Report.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:Independents-Report.pdf", "title": "Independents-Report.pdf"}
{"doc_type": "Guidebook", "holder": "Guidebook", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 76, "path": "yubo2333/MMLongBench-Doc/documents/Macbook_air.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:Macbook_air.pdf", "title": "Macbook_air.pdf"}
{"doc_type": "Financial-report", "holder": "Financial-report", "modality": "pdf", "observed_at": "2025-11-06T05:23:19+00:00", "pages": 72, "path": "yubo2333/MMLongBench-Doc/documents/NETFLIX_2015_10K.pdf", "root": "corpus", "scenario": "document-qa", "source_id": "mmlongbench:NETFLIX_2015_10K.pdf", "title": "NETFLIX_2015_10K.pdf"}
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