Epistemedia
Project
How We Know · Case 002False independence

When eight research agents agree, how many evidence roots are there?

The claim: Eight research agents agreed, so the answer looked independently corroborated.

Why care: A cited report can look rigorous while its runs, links, and source claims still share one capture program. Counting echoes as witnesses is a direct failure mode for agent-generated research.

skeptical finding

This pilot cannot estimate current agent citation reliability: thirty-four citation occurrences remain unresolved, twenty claims required correction or no credit, four warrant groups remain pending, and zero warrant roots are independently confirmed by the packet. Inspect the exact source span before relying on a polished cited answer.

If you use this claim

Do not infer independent corroboration from eight agreeing reports: 34 citation occurrences remain unresolved, 20 claims lost credit, and no warrant root was independently confirmed.

The packet is a lineage audit, not a vendor ranking or a representative product test.

BoundaryEight context-isolated public-by-design reports captured under one frozen prompt, plus the public source editions and exact spans they cited. This historical pilot does not estimate current or universal agent behavior.

The evidence map

How the familiar claim changes under inspection

01 · What looked persuasive

Eight polished reports

The same frozen question produced eight separately captured, citation-rich answers.

02 · What the audit collapsed

Thirty URLs became eleven works

Repeated links and editions were grouped, and run multiplicity received zero automatic independence credit.

03 · What remains

Seven candidates, none confirmed

Thirty-four citation occurrences remain unresolved; the seven warrant candidates still require independent rooting.

Lineage accounting

The units count different things

8captured reportsObservations from one frozen capture program30distinct URL stringsA resolving link is not sentence support11source worksLogical works after edition collapse7candidate warrantsScoped candidates, not independent programs34unresolved citationsVisible and assigned no credit

Shared capture: Unknown provider and retrieval dependencies remain; all reports share the exact prompt and one bounded capture program, so run multiplicity gets zero automatic independence credit.

Warrant boundary: Unknown residual independence remains across task data, judge methods, retrieval, source, edition, span, derivation, and upstream-citation lineages.

Sentence x-ray

What the selected record actually supports

Read the statement first. Its exact work, edition, span, retrieval, digest, and license chain—plus dependence and calculations—remain one disclosure away.

01dependence

This report is a captured observation, not an independent evidence root.

EM-0026 deterministic agent-citation evidence ledger · Captured report V2-TERRA-04EM-0026 deterministic agent-citation evidence ledger · Shared capture lineage
Trace this statement
Relation
relation-v2-terra-04-b8e0fb7c26 em:dossier-evidence-relation:sha256:a6251888d77bee33da27dc27b2936c6aaff75b8d3783fcb2aeec8b407add2eea
Lineage
lineage-v2-terra-04-d04d23915b em:dossier-lineage:sha256:a50f158019a6ee7aff96bda0fe111debe9b9ee294acc4e59fed858078ab52943
02qualification

The captured spans do not semantically close the normalized proposition; the warrant remains pending and receives no credit.

EM-0026 deterministic agent-citation evidence ledger · Pending warrant warrant:citation-verifier-calibration
Trace this statement
Relation
relation-citation-verifier-calibration-5b40082faa em:dossier-evidence-relation:sha256:ef8f517c3d030147f56936e279e6260a63f142b3514a5e98475bb83e95940d21
Proposition
prop-citation-verifier-calibration-da47a19a65 em:dossier-proposition:sha256:df256ad7c8cee697080f219ef3afa64d990e76522da9566eea197ee35a20d7c8
Assertion
assertion-citation-verifier-calibration-5b40082faa em:dossier-assertion:sha256:61b5c6d72986bb26c4afd8ace2dcfceef65bd39fcffcc4f59a2d967742077bc5
Lineage
lineage-citation-verifier-calibration-5b40082faa em:dossier-lineage:sha256:3ecc0fb40cb67b7257029075c5c38aa9b62cc0d54b56e80661d3aec6987ce2d9
03undercutting

The complete unresolved set remains visible and receives no warrant credit.

EM-0026 deterministic agent-citation evidence ledger · All unresolved citation occurrences
Trace this statement
Relation
relation-assertion-unresolved-citations-35a17beebf em:dossier-evidence-relation:sha256:ec1bf32704aec42df6058d83a4f445cdd437060ee24b66f898d73b6453556b12
Proposition
prop-unresolved-citations-no-credit em:dossier-proposition:sha256:96e76b77a40ab697aba1a707480155b4a3285ff3444aae93ea691d81e5c7f246
Assertion
assertion-unresolved-citations em:dossier-assertion:sha256:fd24064e6f0574ed8c3db473d6ac2462c2c27bddb8f16ec056e283cfe72ba4b5
Lineage
lineage-em0026-audit em:dossier-lineage:sha256:8681d3455a6f3195212409272585e54585ec0a4858cc2d7d5e80535d2752a7df
04undercutting

The three inaccessible carrier occurrences remain visible and receive no credit.

EM-0026 deterministic agent-citation evidence ledger · All inaccessible citation carriers
Trace this statement
Relation
relation-assertion-inaccessible-carriers-a9d4494367 em:dossier-evidence-relation:sha256:ee327e39649c9b98b149d1e3e92d96dda939305577d8778b917864488dea59c7
Proposition
prop-inaccessible-carriers-no-credit em:dossier-proposition:sha256:3bf96c8701bbe2577c95293cef4b947e8596513cbe6d97f7c51bdc8255495808
Assertion
assertion-inaccessible-carriers em:dossier-assertion:sha256:05c7b2842e6715a58bc22867a9bf66049d9bf8866aee45c9ddefacd559097315
Lineage
lineage-em0026-audit em:dossier-lineage:sha256:8681d3455a6f3195212409272585e54585ec0a4858cc2d7d5e80535d2752a7df
05undercutting

The complete unsupported or force-raised set remains visible and receives no credit.

EM-0026 deterministic agent-citation evidence ledger · Unsupported or force-raised claim occurrences
Trace this statement
Relation
relation-assertion-unsupported-claims-30720e36be em:dossier-evidence-relation:sha256:19686631a3f82281887dfbd358b53954fa3b089b46b2723e519ddb64238ab382
Proposition
prop-unsupported-claims-no-credit em:dossier-proposition:sha256:c3d50556a71c22fdaaa8a9cf5c33b49d8b57c3b7fc01af73e23f30554ce23f61
Assertion
assertion-unsupported-claims em:dossier-assertion:sha256:f8961ef802ffa486da8b28014bcc8079aa22f74b44e32fc92241efa9f0b63177
Lineage
lineage-em0026-audit em:dossier-lineage:sha256:8681d3455a6f3195212409272585e54585ec0a4858cc2d7d5e80535d2752a7df
06undercutting

All nine independently rejected claims remain visible and receive no credit.

EM-0026 deterministic agent-citation evidence ledger · Independently rejected claim occurrences
Trace this statement
Relation
relation-assertion-independently-rejected-claims-4af09a9196 em:dossier-evidence-relation:sha256:d242a9ec43c1658f686946adc4afcd0377826066d64dd6b7acf9edc10ed507d6
Proposition
prop-independently-rejected-claims-no-credit em:dossier-proposition:sha256:b81af4e7609aa37357f85a06a2d95a9e5c25f159a67b91694a13a7bb1956bf80
Assertion
assertion-independently-rejected-claims em:dossier-assertion:sha256:d62b7612f3f212d3769089cd03969e49ff5a914ee8067149e329b3ae5d8a12e5
Lineage
lineage-em0026-audit em:dossier-lineage:sha256:8681d3455a6f3195212409272585e54585ec0a4858cc2d7d5e80535d2752a7df
7 exact passages · repeated display spans collapsed

This human register shows each exact accepted span once. The JSON, Markdown, relations, and ledgers retain every occurrence.

Used by evidence statement 01

EM-0026 deterministic agent-citation evidence ledger

Captured report V2-TERRA-04

{ "answer_bytes": 30189, "answer_path": "research/how-we-know/agent-citation-lineage/answers-v2/V2-TERRA-04.json", "answer_sha256": "8deffa91b6bb52d1de4ef4965d0087eca3d3a8a96d971a5e89753c1928cc4ef4", "prompt_sha256": "d321a9cec7b5fe419157c0623e18ff0020cb0080fbe6dd9ed4fd20a0b896f670", "reported_model_identity": "unknown", "requested_model_profile": "gpt-5.6-terra", "retrieval_infrastructure": "unknown", "run_id": "V2-TERRA-04", "status": "completed", "trace_path": "research/how-we-know/agent-citation-lineage/traces-v2/V2-TERRA-04.json" }
Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
em:dossier-span:sha256:58db8115527aba46c1706f0fc3999e811f0352f5e855ad09e56c8688118d94b8
Span digest
sha256:c9198194e5a51ebafd593b2d7e2386afb6ee76460f01bf2958f54df04981c528
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 01

EM-0026 deterministic agent-citation evidence ledger

Shared capture lineage

{ "automatic_independence_credit": 0, "prompt_sha256": "d321a9cec7b5fe419157c0623e18ff0020cb0080fbe6dd9ed4fd20a0b896f670", "reported_model_identity": "unknown", "requested_profiles": [ "gpt-5.6-sol", "gpt-5.6-terra" ], "retrieval_infrastructure": "unknown" }
Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
em:dossier-span:sha256:e120064fee0bdabe15299cb865ff2f7df66473291a13b7a765a4a09d16223f5e
Span digest
sha256:92b558b23559a96a551de8acb2627b148688d21ede2ca3fb9966196c4675dab6
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 02

EM-0026 deterministic agent-citation evidence ledger

Pending warrant warrant:citation-verifier-calibration

warrant:citation-verifier-calibration
Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
em:dossier-span:sha256:755999bc2f4f9858e910f7436ae3e011343fb8b295c7ac25ebe37124b9fa9a79
Span digest
sha256:da47a19a65e8c1a6816fe474c99558e32442ba728c9fe0046c1ee24d79ec33d4
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 03

EM-0026 deterministic agent-citation evidence ledger

All unresolved citation occurrences

[ { "citation_occurrence_id": "V2-SOL-01:s1_keplinger", "correction_ids": [], "edition_id": "edition:keplinger-vor-2025", "license": "CC BY-NC 4.0", "license_treatment": "quote-minimal attributed spans; no full-text redistribution", "raw_source_id": "s1_keplinger", "raw_title": "Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype", "readback": { "captured_bytes": 111993, "captured_sha256": "abbaa9f22035230d13152a68aaeecd8e83e40867c9dae4acd1d547e36c866793", "edition_id": "edition:keplinger-vor-2025", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/", "resolved_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/", "retrieval_status": "retrieved" }, "requested_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:keplinger-dermatology-audit", "span_occurrence_ids": [ "V2-SOL-01:s1_keplinger:sp1a", "V2-SOL-01:s1_keplinger:sp1b", "V2-SOL-01:s1_keplinger:sp1c" ] }, { "citation_occurrence_id": "V2-SOL-01:s1a_keplinger_data", "correction_ids": [ "correction:mendeley-file-readback" ], "edition_id": "edition:keplinger-supplement-v2", "license": "CC BY 4.0", "license_treatment": "metadata and quote-minimal landing-page spans; file API required authentication and was not used", "raw_source_id": "s1a_keplinger_data", "raw_title": "Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype", "readback": { "captured_bytes": 116951, "captured_sha256": "0a2c4c6ed54dd7e2e0ca6cc07aa19b18fa1439e506c2310db778094282d2cebc", "edition_id": "edition:keplinger-supplement-v2", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", "resolved_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", "retrieval_status": "retrieved" }, "requested_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:keplinger-supplement", "span_occurrence_ids": [ "V2-SOL-01:s1a_keplinger_data:sp1d" ] }, { "citation_occurrence_id": "V2-SOL-01:s2_drbench", "correction_ids": [], "edition_id": "edition:drbench-iclr-2026", "license": "unknown", "license_treatment": "metadata, digest, and quote-minimal attributed spans only", "raw_source_id": "s2_drbench", "raw_title": "DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents", "readback": { "captured_bytes": 2665857, "captured_sha256": "8f80ce247f7cc355bb6773f36037e01cc3ba2e2082c77381eaadf0d2b92b021c", "edition_id": "edition:drbench-iclr-2026", "http_status": 200, "media_type": "application/pdf", "redirect_chain": [], "requested_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf", "resolved_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf", "retrieval_status": "retrieved" }, "requested_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:deepresearch-bench-paper", "span_occurrence_ids": [ "V2-SOL-01:s2_drbench:sp2a", "V2-SOL-01:s2_drbench:sp2b", "V2-SOL-01:s2_drbench:sp2c", "V2-SOL-01:s2_drbench:sp2d" ] }, { "citation_occurrence_id": "V2-SOL-01:s3_deeptrace", "correction_ids": [], "edition_id": "edition:deeptrace-iclr-2026", "license": "unknown", "license_treatment": "metadata, digest, and quote-minimal attributed spans only", "raw_source_id": "s3_deeptrace", "raw_title": "DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence", "readback": { "captured_bytes": 2982839, "captured_sha256": "dea4981c1066d0240a005f603b3b14419c7e32beb5191b3df847ceb26af3d6b6", "edition_id": "edition:deeptrace-iclr-2026", "http_status": 200, "media_type": "application/pdf", "redirect_chain": [], "requested_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf", "resolved_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf", "retrieval_status": "retrieved" }, "requested_url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:deeptrace", "span_occurrence_ids": [ "V2-SOL-01:s3_deeptrace:sp3a", "V2-SOL-01:s3_deeptrace:sp3b", "V2-SOL-01:s3_deeptrace:sp3c", "V2-SOL-01:s3_deeptrace:sp3d" ] }, { "citation_occurrence_id": "V2-SOL-01:s4_cited_not_verified", "correction_ids": [], "edition_id": "edition:cnv-arxiv-v1", "license": "CC BY 4.0", "license_treatment": "quote-minimal attributed spans", "raw_source_id": "s4_cited_not_verified", "raw_title": "Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents", "readback": { "captured_bytes": 43848, "captured_sha256": "d1b6d476b3e81460dbc8821757775a8fa589e0579b77167ef0f33d35cb819cb5", "edition_id": "edition:cnv-arxiv-v1", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://arxiv.org/abs/2605.06635", "resolved_url": "https://arxiv.org/abs/2605.06635", "retrieval_status": "retrieved" }, "requested_url": "https://arxiv.org/abs/2605.06635", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:cited-not-verified", "span_occurrence_ids": [ "V2-SOL-01:s4_cited_not_verified:sp4a", "V2-SOL-01:s4_cited_not_verified:sp4b", "V2-SOL-01:s4_cited_not_verified:sp4c" ] }, { "citation_occurrence_id": "V2-SOL-01:s5_url_health", "correction_ids": [], "edition_id": "edition:url-health-arxiv-v1", "license": "CC0 1.0", "license_treatment": "quote-minimal attributed spans", "raw_source_id": "s5_url_health", "raw_title": "Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents", "readback": { "captured_bytes": 42408, "captured_sha256": "3976893e82f91cc9e7826c0d2d08c6caab40778134dbab09ebbfe1f6f63f5397", "edition_id": "edition:url-health-arxiv-v1", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://arxiv.org/abs/2604.03173", "resolved_url": "https://arxiv.org/abs/2604.03173", "retrieval_status": "retrieved" }, "requested_url": "https://arxiv.org/abs/2604.03173", "resolution_status": "unresolved", "run_id": "V2-SOL-01", "source_work_id": "work:url-health", "span_occurrence_ids": [ "V2-SOL-01:s5_url_health:sp5a", "V2-SOL-01:s5_url_health:sp5b", "V2-SOL-01:s5_url_health:sp5c" ] }, { "citation_occurrence_id": "V2-SOL-02:S1", "correction_ids": [], "edition_id": "edition:url-health-arxiv-v1", "license": "CC0 1.0", "license_treatment": "quote-minimal attributed spans", "raw_source_id": "S1", "raw_title": "Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents", "readback": { "captured_bytes": 302498, "captured_sha256": "332e5b5cb4b0ee7065b1bbc30436dfdfeafca8130fb87e32b0020026d8bbafe1", "edition_id": "edition:url-health-arxiv-v1", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://arxiv.org/html/2604.03173v1", "resolved_url": "https://arxiv.org/html/2604.03173v1", "retrieval_status": "retrieved" }, "requested_url": "https://arxiv.org/html/2604.03173v1", "resolution_status": "unresolved", "run_id": "V2-SOL-02", "source_work_id": "work:url-health", "span_occurrence_ids": [ "V2-SOL-02:S1:S1_SPAN_1", "V2-SOL-02:S1:S1_SPAN_2" ] }, { "citation_occurrence_id": "V2-SOL-02:S3", "correction_ids": [ "correction:mendeley-file-readback" ], "edition_id": "edition:keplinger-supplement-v2", "license": "CC BY 4.0", "license_treatment": "metadata and quote-minimal landing-page spans; file API required authentication and was not used", "raw_source_id": "S3", "raw_title": "Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype", "readback": { "captured_bytes": 116951, "captured_sha256": "0a2c4c6ed54dd7e2e0ca6cc07aa19b18fa1439e506c2310db778094282d2cebc", "edition_id": "edition:keplinger-supplement-v2", "http_status": 200, "media_type": "text/html; charset=utf-8", "redirect_chain": [], "requested_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", "resolved_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", "retrieval_status": "retrieved" }, "requested_url": "https://data.mendeley.com/datasets/3s73z9zf3c/2", 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Exact source identity
Edition
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Edition digest
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Span digest
sha256:3187d8163b884569c89ff10ba36039614969488eaed19a9d52e9a3ff70148a20
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 04

EM-0026 deterministic agent-citation evidence ledger

All inaccessible citation carriers

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Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
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Span digest
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Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 05

EM-0026 deterministic agent-citation evidence ledger

Unsupported or force-raised claim occurrences

[ "V2-SOL-01:r3_deepresearch_bench_fact", "V2-SOL-01:r4_deeptrace_support", "V2-SOL-02:R3_deepresearch_bench_fact", "V2-SOL-02:R5_deeptrace_audit", "V2-SOL-03:r3_deepresearch_bench_fact", "V2-SOL-03:r4_deeptrace_support", "V2-SOL-03:r8_search_depth_ablation", "V2-SOL-03:r9_verifier_calibration", "V2-SOL-04:R1", "V2-SOL-04:R2", "V2-SOL-04:R3", "V2-SOL-04:R4", "V2-SOL-04:R5", "V2-SOL-04:R8", "V2-TERRA-01:r1_deepresearchbench_fact", "V2-TERRA-01:r4_cited_not_verified_source_attribution", "V2-TERRA-02:answer", "V2-TERRA-02:r1_deepresearchbench_fact", "V2-TERRA-02:r4_deeptrace", "V2-TERRA-03:R3" ]
Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
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Span digest
sha256:608e58805bcff58922f73ed2e0459b3cfcf1f8df9ee70e3d1238f68ac79712be
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Used by evidence statement 06

EM-0026 deterministic agent-citation evidence ledger

Independently rejected claim occurrences

[ "V2-SOL-02:R5_deeptrace_audit", "V2-SOL-03:r3_deepresearch_bench_fact", "V2-SOL-03:r8_search_depth_ablation", "V2-SOL-03:r9_verifier_calibration", "V2-SOL-04:R1", "V2-SOL-04:R2", "V2-SOL-04:R3", "V2-SOL-04:R4", "V2-SOL-04:R8" ]
Exact source identity
Edition
em:dossier-edition:sha256:f0111e28ede7d9e17c435927cba483d0d9a7acf3dc23b38322ee4677d8cb70c0
Edition digest
sha256:8400ea3bfe6c1e2516ab92710486eff3e62f5fee783a38859b383a561181533b
Span
em:dossier-span:sha256:54fe13d731b79401537cd8dcc38d0c59a13c51a68916545018521cf600d772b7
Span digest
sha256:fc0a27fd59473c91e1a40670b6c9c07d037b5d6a56a2e977b7e7b8be5e240236
Retrieval
Repository audit span; no external retrieval record
License
Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments · Repository metadata and derived audit relations under Apache-2.0; embedded source excerpts retain their recorded treatments

Verify every number

Complete count ledgers

Every displayed total is a view over these typed members; no total is maintained as marketing copy.

8 · Captured reports
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    Technical identity
    Member
    V2-SOL-01
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    Object ID
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    Status
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  2. V2-SOL-02 — completed
    Technical identity
    Member
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    Object type
    captured report
    Object key
    V2-SOL-02
    Object ID
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    Status
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  3. V2-SOL-03 — completed
    Technical identity
    Member
    V2-SOL-03
    Object type
    captured report
    Object key
    V2-SOL-03
    Object ID
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    Status
    completed
  4. V2-SOL-04 — completed
    Technical identity
    Member
    V2-SOL-04
    Object type
    captured report
    Object key
    V2-SOL-04
    Object ID
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    Status
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  5. V2-TERRA-01 — completed
    Technical identity
    Member
    V2-TERRA-01
    Object type
    captured report
    Object key
    V2-TERRA-01
    Object ID
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    Status
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  6. V2-TERRA-02 — completed
    Technical identity
    Member
    V2-TERRA-02
    Object type
    captured report
    Object key
    V2-TERRA-02
    Object ID
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    Status
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  7. V2-TERRA-03 — completed
    Technical identity
    Member
    V2-TERRA-03
    Object type
    captured report
    Object key
    V2-TERRA-03
    Object ID
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    Status
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  8. V2-TERRA-04 — completed
    Technical identity
    Member
    V2-TERRA-04
    Object type
    captured report
    Object key
    V2-TERRA-04
    Object ID
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30 · Distinct cited URL strings
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    Member
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    Object type
    cited url
    Object key
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    Object ID
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    Status
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    Member
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    Object type
    cited url
    Object key
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    Object ID
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  3. https://arxiv.org/abs/2607.08700 — retrieved
    Technical identity
    Member
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    Object type
    cited url
    Object key
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    Object ID
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  4. https://arxiv.org/html/2506.11763 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2506.11763
    Object type
    cited url
    Object key
    https://arxiv.org/html/2506.11763
    Object ID
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    Status
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  5. https://arxiv.org/html/2506.11763v1 — retrieved
    Technical identity
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    Object type
    cited url
    Object key
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    Object ID
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    Member
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    Object type
    cited url
    Object key
    https://arxiv.org/html/2507.16280
    Object ID
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    Status
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  7. https://arxiv.org/html/2508.15804 — retrieved
    Technical identity
    Member
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    Object type
    cited url
    Object key
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    Object ID
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    Status
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  8. https://arxiv.org/html/2508.15804v1 — retrieved
    Technical identity
    Member
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    Object type
    cited url
    Object key
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    Object ID
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    Status
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    Member
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    Object type
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    Object ID
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    Status
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  10. https://arxiv.org/html/2509.04499v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2509.04499v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2509.04499v1
    Object ID
    https://arxiv.org/html/2509.04499v1
    Status
    retrieved
  11. https://arxiv.org/html/2604.03173 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2604.03173
    Object type
    cited url
    Object key
    https://arxiv.org/html/2604.03173
    Object ID
    https://arxiv.org/html/2604.03173
    Status
    retrieved
  12. https://arxiv.org/html/2604.03173v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2604.03173v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2604.03173v1
    Object ID
    https://arxiv.org/html/2604.03173v1
    Status
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  13. https://arxiv.org/html/2605.06635 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2605.06635
    Object type
    cited url
    Object key
    https://arxiv.org/html/2605.06635
    Object ID
    https://arxiv.org/html/2605.06635
    Status
    retrieved
  14. https://arxiv.org/html/2605.06635v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2605.06635v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2605.06635v1
    Object ID
    https://arxiv.org/html/2605.06635v1
    Status
    retrieved
  15. https://arxiv.org/pdf/2507.16280 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2507.16280
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2507.16280
    Object ID
    https://arxiv.org/pdf/2507.16280
    Status
    retrieved
  16. https://arxiv.org/pdf/2508.15804 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2508.15804
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2508.15804
    Object ID
    https://arxiv.org/pdf/2508.15804
    Status
    retrieved
  17. https://arxiv.org/pdf/2510.14240v5 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2510.14240v5
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2510.14240v5
    Object ID
    https://arxiv.org/pdf/2510.14240v5
    Status
    retrieved
  18. https://arxiv.org/pdf/2604.03173 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2604.03173
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2604.03173
    Object ID
    https://arxiv.org/pdf/2604.03173
    Status
    retrieved
  19. https://arxiv.org/pdf/2605.06635 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2605.06635
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2605.06635
    Object ID
    https://arxiv.org/pdf/2605.06635
    Status
    retrieved
  20. https://data.mendeley.com/datasets/3s73z9zf3c/1 — retrieved
    Technical identity
    Member
    https://data.mendeley.com/datasets/3s73z9zf3c/1
    Object type
    cited url
    Object key
    https://data.mendeley.com/datasets/3s73z9zf3c/1
    Object ID
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    Status
    retrieved
  21. https://data.mendeley.com/datasets/3s73z9zf3c/2 — retrieved
    Technical identity
    Member
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Object type
    cited url
    Object key
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Object ID
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Status
    retrieved
  22. https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf — retrieved
    Technical identity
    Member
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Object type
    cited url
    Object key
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Object ID
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Status
    retrieved
  23. https://github.com/Ayanami0730/deep_research_bench — retrieved
    Technical identity
    Member
    https://github.com/Ayanami0730/deep_research_bench
    Object type
    cited url
    Object key
    https://github.com/Ayanami0730/deep_research_bench
    Object ID
    https://github.com/Ayanami0730/deep_research_bench
    Status
    retrieved
  24. https://onlinelibrary.wiley.com/doi/10.1111/jdv.70035 — inaccessible
    Technical identity
    Member
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    Object type
    cited url
    Object key
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    Object ID
    https://onlinelibrary.wiley.com/doi/10.1111/jdv.70035
    Status
    inaccessible
  25. https://openreview.net/pdf?id=hQ0K2Hhq7H — inaccessible
    Technical identity
    Member
    https://openreview.net/pdf?id=hQ0K2Hhq7H
    Object type
    cited url
    Object key
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    Object ID
    https://openreview.net/pdf?id=hQ0K2Hhq7H
    Status
    inaccessible
  26. https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/ — retrieved
    Technical identity
    Member
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Object type
    cited url
    Object key
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Object ID
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Status
    retrieved
  27. https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf — retrieved
    Technical identity
    Member
    https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf
    Object type
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    Status
    retrieved
  28. https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf — retrieved
    Technical identity
    Member
    https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf
    Object type
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    Object ID
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    Status
    retrieved
  29. https://proceedings.iclr.cc/paper_files/paper/2026/hash/ad08767706825033b99122332293033d-Abstract-Conference.html — retrieved
    Technical identity
    Member
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    Object type
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    Object ID
    https://proceedings.iclr.cc/paper_files/paper/2026/hash/ad08767706825033b99122332293033d-Abstract-Conference.html
    Status
    retrieved
  30. https://pubmed.ncbi.nlm.nih.gov/40904191/ — inaccessible
    Technical identity
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    Object type
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    Object key
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    Status
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11 · Source works
  1. Do You Need a Frontier Model as a Citation Verifier? Benchmarking Rubric LLMs for Deep-Research Source Attribution — examined-source-work
    Technical identity
    Member
    work-citation-verifier-benchmark-2d5e94336b
    Object type
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    Object key
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    Object ID
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  2. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — examined-source-work
    Technical identity
    Member
    work-cited-not-verified-3825b25622
    Object type
    source work
    Object key
    work-cited-not-verified-3825b25622
    Object ID
    em:dossier-source-work:sha256:19d52572cf9e426b68cba35f9dd627d014ff71a978756c5b50103c2aabe554ce
  3. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — examined-source-work
    Technical identity
    Member
    work-deepresearch-bench-paper-8ef36010d2
    Object type
    source work
    Object key
    work-deepresearch-bench-paper-8ef36010d2
    Object ID
    em:dossier-source-work:sha256:2a2c79463c9697b114728426edb183b5881f8b742ea6febfc272f73db58c1a14
  4. Ayanami0730/deep_research_bench — examined-source-work
    Technical identity
    Member
    work-deepresearch-bench-repository-1e475c7631
    Object type
    source work
    Object key
    work-deepresearch-bench-repository-1e475c7631
    Object ID
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  5. DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence — examined-source-work
    Technical identity
    Member
    work-deeptrace-650d66cfcb
    Object type
    source work
    Object key
    work-deeptrace-650d66cfcb
    Object ID
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  6. Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — examined-source-work
    Technical identity
    Member
    work-keplinger-dermatology-audit-639f9ea37a
    Object type
    source work
    Object key
    work-keplinger-dermatology-audit-639f9ea37a
    Object ID
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  7. Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype — examined-source-work
    Technical identity
    Member
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    Object type
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    Object key
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  8. LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild — examined-source-work
    Technical identity
    Member
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    Object type
    source work
    Object key
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    Object ID
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  9. ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks — examined-source-work
    Technical identity
    Member
    work-reportbench-dca823c910
    Object type
    source work
    Object key
    work-reportbench-dca823c910
    Object ID
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  10. ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry — examined-source-work
    Technical identity
    Member
    work-researcherbench-82729ab60f
    Object type
    source work
    Object key
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    Object ID
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  11. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — examined-source-work
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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7 · Candidate warrant roots
  1. Cited but Not Verified operationalized link access, topical relevance, and factual support separately and reported materially different rates.
    Technical identity
    Member
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    Object type
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    Object ID
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  2. Within the Cited but Not Verified harness, the 2-to-150-call ablation reduced reported Fact Check scores for two setups without establishing a general causal law about search depth.
    Technical identity
    Member
    relation-cnv-search-depth-ablation-9c01321092
    Object type
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    Object key
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    Object ID
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  3. DeepResearch Bench evaluated binary support for deduplicated statement-URL pairs; numeric values are edition-specific.
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    Object type
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    Object key
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    Object ID
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  4. DeepTRACE measured statement-source support and found between-system variation; its Gemini value is internally inconsistent between table and prose.
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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  5. In one five-system dermatology-review audit, reference identifiability and metadata correctness did not establish sentence-level claim-citation concordance.
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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  6. ReportBench compared cited statements with retrieved cited-page content and reported sub-100-percent semantic match rates in its bounded survey-task setting.
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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  7. The URL-health study measured HTTP resolution and Wayback presence, not semantic claim support, on outputs including reused DeepResearch Bench material.
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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34 · Unresolved citation occurrences
  1. Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — unresolved
    Technical identity
    Member
    V2-SOL-01:s1_keplinger
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s1_keplinger
    Object ID
    V2-SOL-01:s1_keplinger
    Status
    unresolved
  2. Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype — unresolved
    Technical identity
    Member
    V2-SOL-01:s1a_keplinger_data
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s1a_keplinger_data
    Object ID
    V2-SOL-01:s1a_keplinger_data
    Status
    unresolved
  3. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
    V2-SOL-01:s2_drbench
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s2_drbench
    Object ID
    V2-SOL-01:s2_drbench
    Status
    unresolved
  4. DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence — unresolved
    Technical identity
    Member
    V2-SOL-01:s3_deeptrace
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s3_deeptrace
    Object ID
    V2-SOL-01:s3_deeptrace
    Status
    unresolved
  5. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
    citation occurrence
    Object key
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    Object ID
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    Status
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  6. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
    unresolved
  7. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  8. Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  9. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
    citation occurrence
    Object key
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    Object ID
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    Status
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  10. ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  11. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
    unresolved
  12. Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  13. DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence — unresolved
    Technical identity
    Member
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    Object type
    citation occurrence
    Object key
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    Object ID
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    Status
    unresolved
  14. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
    citation occurrence
    Object key
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    Object ID
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    Status
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  15. Supplementary materials of the article: Assessment of Deep Research for Dermatology Literature Reviews: Deep Concern Over the Hype — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  16. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  17. ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  18. ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  19. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  20. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
    unresolved
  21. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
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    Status
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  22. LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild — unresolved
    Technical identity
    Member
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    Object type
    citation occurrence
    Object key
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    Object ID
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    Status
    unresolved
  23. DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence — unresolved
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
    V2-TERRA-02:s3_deeptrace
    Status
    unresolved
  24. ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry — unresolved
    Technical identity
    Member
    V2-TERRA-02:s4_researcherbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-02:s4_researcherbench
    Object ID
    V2-TERRA-02:s4_researcherbench
    Status
    unresolved
  25. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — unresolved
    Technical identity
    Member
    V2-TERRA-03:S1
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S1
    Object ID
    V2-TERRA-03:S1
    Status
    unresolved
  26. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
    V2-TERRA-03:S2
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S2
    Object ID
    V2-TERRA-03:S2
    Status
    unresolved
  27. ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks — unresolved
    Technical identity
    Member
    V2-TERRA-03:S3
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S3
    Object ID
    V2-TERRA-03:S3
    Status
    unresolved
  28. Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — unresolved
    Technical identity
    Member
    V2-TERRA-03:S4
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S4
    Object ID
    V2-TERRA-03:S4
    Status
    unresolved
  29. PubMed record and Figure 1 caption for Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — unresolved
    Technical identity
    Member
    V2-TERRA-03:S6
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S6
    Object ID
    V2-TERRA-03:S6
    Status
    unresolved
  30. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — unresolved
    Technical identity
    Member
    V2-TERRA-04:S1_deepresearchbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S1_deepresearchbench
    Object ID
    V2-TERRA-04:S1_deepresearchbench
    Status
    unresolved
  31. ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry — unresolved
    Technical identity
    Member
    V2-TERRA-04:S2_researcherbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S2_researcherbench
    Object ID
    V2-TERRA-04:S2_researcherbench
    Status
    unresolved
  32. ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks — unresolved
    Technical identity
    Member
    V2-TERRA-04:S3_reportbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S3_reportbench
    Object ID
    V2-TERRA-04:S3_reportbench
    Status
    unresolved
  33. Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents — unresolved
    Technical identity
    Member
    V2-TERRA-04:S4_urlhealth
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S4_urlhealth
    Object ID
    V2-TERRA-04:S4_urlhealth
    Status
    unresolved
  34. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents — unresolved
    Technical identity
    Member
    V2-TERRA-04:S5_cited_not_verified
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S5_cited_not_verified
    Object ID
    V2-TERRA-04:S5_cited_not_verified
    Status
    unresolved
Open the full technical ledger · 9 additional groups
48 · Citation occurrences
  1. V2-SOL-01:s1_keplinger — unresolved
    Technical identity
    Member
    V2-SOL-01:s1_keplinger
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s1_keplinger
    Object ID
    V2-SOL-01:s1_keplinger
    Status
    unresolved
  2. V2-SOL-01:s1a_keplinger_data — unresolved
    Technical identity
    Member
    V2-SOL-01:s1a_keplinger_data
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s1a_keplinger_data
    Object ID
    V2-SOL-01:s1a_keplinger_data
    Status
    unresolved
  3. V2-SOL-01:s2_drbench — unresolved
    Technical identity
    Member
    V2-SOL-01:s2_drbench
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s2_drbench
    Object ID
    V2-SOL-01:s2_drbench
    Status
    unresolved
  4. V2-SOL-01:s2a_drbench_repo — matched-exact-span
    Technical identity
    Member
    V2-SOL-01:s2a_drbench_repo
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s2a_drbench_repo
    Object ID
    V2-SOL-01:s2a_drbench_repo
    Status
    matched-exact-span
  5. V2-SOL-01:s3_deeptrace — unresolved
    Technical identity
    Member
    V2-SOL-01:s3_deeptrace
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s3_deeptrace
    Object ID
    V2-SOL-01:s3_deeptrace
    Status
    unresolved
  6. V2-SOL-01:s4_cited_not_verified — unresolved
    Technical identity
    Member
    V2-SOL-01:s4_cited_not_verified
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s4_cited_not_verified
    Object ID
    V2-SOL-01:s4_cited_not_verified
    Status
    unresolved
  7. V2-SOL-01:s5_url_health — unresolved
    Technical identity
    Member
    V2-SOL-01:s5_url_health
    Object type
    citation occurrence
    Object key
    V2-SOL-01:s5_url_health
    Object ID
    V2-SOL-01:s5_url_health
    Status
    unresolved
  8. V2-SOL-02:S1 — unresolved
    Technical identity
    Member
    V2-SOL-02:S1
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S1
    Object ID
    V2-SOL-02:S1
    Status
    unresolved
  9. V2-SOL-02:S2 — matched-exact-span
    Technical identity
    Member
    V2-SOL-02:S2
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S2
    Object ID
    V2-SOL-02:S2
    Status
    matched-exact-span
  10. V2-SOL-02:S3 — unresolved
    Technical identity
    Member
    V2-SOL-02:S3
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S3
    Object ID
    V2-SOL-02:S3
    Status
    unresolved
  11. V2-SOL-02:S4 — unresolved
    Technical identity
    Member
    V2-SOL-02:S4
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S4
    Object ID
    V2-SOL-02:S4
    Status
    unresolved
  12. V2-SOL-02:S5 — unresolved
    Technical identity
    Member
    V2-SOL-02:S5
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S5
    Object ID
    V2-SOL-02:S5
    Status
    unresolved
  13. V2-SOL-02:S6 — matched-exact-span
    Technical identity
    Member
    V2-SOL-02:S6
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S6
    Object ID
    V2-SOL-02:S6
    Status
    matched-exact-span
  14. V2-SOL-02:S7 — unresolved
    Technical identity
    Member
    V2-SOL-02:S7
    Object type
    citation occurrence
    Object key
    V2-SOL-02:S7
    Object ID
    V2-SOL-02:S7
    Status
    unresolved
  15. V2-SOL-03:s1 — unresolved
    Technical identity
    Member
    V2-SOL-03:s1
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s1
    Object ID
    V2-SOL-03:s1
    Status
    unresolved
  16. V2-SOL-03:s2 — matched-exact-span
    Technical identity
    Member
    V2-SOL-03:s2
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s2
    Object ID
    V2-SOL-03:s2
    Status
    matched-exact-span
  17. V2-SOL-03:s3 — unresolved
    Technical identity
    Member
    V2-SOL-03:s3
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s3
    Object ID
    V2-SOL-03:s3
    Status
    unresolved
  18. V2-SOL-03:s4 — unresolved
    Technical identity
    Member
    V2-SOL-03:s4
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s4
    Object ID
    V2-SOL-03:s4
    Status
    unresolved
  19. V2-SOL-03:s5 — matched-exact-span
    Technical identity
    Member
    V2-SOL-03:s5
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s5
    Object ID
    V2-SOL-03:s5
    Status
    matched-exact-span
  20. V2-SOL-03:s6 — matched-exact-span
    Technical identity
    Member
    V2-SOL-03:s6
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s6
    Object ID
    V2-SOL-03:s6
    Status
    matched-exact-span
  21. V2-SOL-03:s7 — matched-exact-span
    Technical identity
    Member
    V2-SOL-03:s7
    Object type
    citation occurrence
    Object key
    V2-SOL-03:s7
    Object ID
    V2-SOL-03:s7
    Status
    matched-exact-span
  22. V2-SOL-04:S1 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S1
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S1
    Object ID
    V2-SOL-04:S1
    Status
    matched-exact-span
  23. V2-SOL-04:S2 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S2
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S2
    Object ID
    V2-SOL-04:S2
    Status
    matched-exact-span
  24. V2-SOL-04:S3 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S3
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S3
    Object ID
    V2-SOL-04:S3
    Status
    matched-exact-span
  25. V2-SOL-04:S4 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S4
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S4
    Object ID
    V2-SOL-04:S4
    Status
    matched-exact-span
  26. V2-SOL-04:S5 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S5
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S5
    Object ID
    V2-SOL-04:S5
    Status
    matched-exact-span
  27. V2-SOL-04:S6 — unresolved
    Technical identity
    Member
    V2-SOL-04:S6
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S6
    Object ID
    V2-SOL-04:S6
    Status
    unresolved
  28. V2-SOL-04:S7 — matched-exact-span
    Technical identity
    Member
    V2-SOL-04:S7
    Object type
    citation occurrence
    Object key
    V2-SOL-04:S7
    Object ID
    V2-SOL-04:S7
    Status
    matched-exact-span
  29. V2-TERRA-01:s1_deepresearchbench — unresolved
    Technical identity
    Member
    V2-TERRA-01:s1_deepresearchbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-01:s1_deepresearchbench
    Object ID
    V2-TERRA-01:s1_deepresearchbench
    Status
    unresolved
  30. V2-TERRA-01:s2_reportbench — unresolved
    Technical identity
    Member
    V2-TERRA-01:s2_reportbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-01:s2_reportbench
    Object ID
    V2-TERRA-01:s2_reportbench
    Status
    unresolved
  31. V2-TERRA-01:s3_researcherbench — unresolved
    Technical identity
    Member
    V2-TERRA-01:s3_researcherbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-01:s3_researcherbench
    Object ID
    V2-TERRA-01:s3_researcherbench
    Status
    unresolved
  32. V2-TERRA-01:s4_cited_not_verified — unresolved
    Technical identity
    Member
    V2-TERRA-01:s4_cited_not_verified
    Object type
    citation occurrence
    Object key
    V2-TERRA-01:s4_cited_not_verified
    Object ID
    V2-TERRA-01:s4_cited_not_verified
    Status
    unresolved
  33. V2-TERRA-01:s5_urlhealth — unresolved
    Technical identity
    Member
    V2-TERRA-01:s5_urlhealth
    Object type
    citation occurrence
    Object key
    V2-TERRA-01:s5_urlhealth
    Object ID
    V2-TERRA-01:s5_urlhealth
    Status
    unresolved
  34. V2-TERRA-02:s1_deepresearchbench — unresolved
    Technical identity
    Member
    V2-TERRA-02:s1_deepresearchbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-02:s1_deepresearchbench
    Object ID
    V2-TERRA-02:s1_deepresearchbench
    Status
    unresolved
  35. V2-TERRA-02:s2_liveresearchbench — unresolved
    Technical identity
    Member
    V2-TERRA-02:s2_liveresearchbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-02:s2_liveresearchbench
    Object ID
    V2-TERRA-02:s2_liveresearchbench
    Status
    unresolved
  36. V2-TERRA-02:s3_deeptrace — unresolved
    Technical identity
    Member
    V2-TERRA-02:s3_deeptrace
    Object type
    citation occurrence
    Object key
    V2-TERRA-02:s3_deeptrace
    Object ID
    V2-TERRA-02:s3_deeptrace
    Status
    unresolved
  37. V2-TERRA-02:s4_researcherbench — unresolved
    Technical identity
    Member
    V2-TERRA-02:s4_researcherbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-02:s4_researcherbench
    Object ID
    V2-TERRA-02:s4_researcherbench
    Status
    unresolved
  38. V2-TERRA-03:S1 — unresolved
    Technical identity
    Member
    V2-TERRA-03:S1
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S1
    Object ID
    V2-TERRA-03:S1
    Status
    unresolved
  39. V2-TERRA-03:S2 — unresolved
    Technical identity
    Member
    V2-TERRA-03:S2
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S2
    Object ID
    V2-TERRA-03:S2
    Status
    unresolved
  40. V2-TERRA-03:S3 — unresolved
    Technical identity
    Member
    V2-TERRA-03:S3
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S3
    Object ID
    V2-TERRA-03:S3
    Status
    unresolved
  41. V2-TERRA-03:S4 — unresolved
    Technical identity
    Member
    V2-TERRA-03:S4
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S4
    Object ID
    V2-TERRA-03:S4
    Status
    unresolved
  42. V2-TERRA-03:S5 — matched-exact-span
    Technical identity
    Member
    V2-TERRA-03:S5
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S5
    Object ID
    V2-TERRA-03:S5
    Status
    matched-exact-span
  43. V2-TERRA-03:S6 — unresolved
    Technical identity
    Member
    V2-TERRA-03:S6
    Object type
    citation occurrence
    Object key
    V2-TERRA-03:S6
    Object ID
    V2-TERRA-03:S6
    Status
    unresolved
  44. V2-TERRA-04:S1_deepresearchbench — unresolved
    Technical identity
    Member
    V2-TERRA-04:S1_deepresearchbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S1_deepresearchbench
    Object ID
    V2-TERRA-04:S1_deepresearchbench
    Status
    unresolved
  45. V2-TERRA-04:S2_researcherbench — unresolved
    Technical identity
    Member
    V2-TERRA-04:S2_researcherbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S2_researcherbench
    Object ID
    V2-TERRA-04:S2_researcherbench
    Status
    unresolved
  46. V2-TERRA-04:S3_reportbench — unresolved
    Technical identity
    Member
    V2-TERRA-04:S3_reportbench
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S3_reportbench
    Object ID
    V2-TERRA-04:S3_reportbench
    Status
    unresolved
  47. V2-TERRA-04:S4_urlhealth — unresolved
    Technical identity
    Member
    V2-TERRA-04:S4_urlhealth
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S4_urlhealth
    Object ID
    V2-TERRA-04:S4_urlhealth
    Status
    unresolved
  48. V2-TERRA-04:S5_cited_not_verified — unresolved
    Technical identity
    Member
    V2-TERRA-04:S5_cited_not_verified
    Object type
    citation occurrence
    Object key
    V2-TERRA-04:S5_cited_not_verified
    Object ID
    V2-TERRA-04:S5_cited_not_verified
    Status
    unresolved
27 · Resolving URL roots
  1. https://arxiv.org/abs/2604.03173 — retrieved
    Technical identity
    Member
    https://arxiv.org/abs/2604.03173
    Object type
    cited url
    Object key
    https://arxiv.org/abs/2604.03173
    Object ID
    https://arxiv.org/abs/2604.03173
    Status
    retrieved
  2. https://arxiv.org/abs/2605.06635 — retrieved
    Technical identity
    Member
    https://arxiv.org/abs/2605.06635
    Object type
    cited url
    Object key
    https://arxiv.org/abs/2605.06635
    Object ID
    https://arxiv.org/abs/2605.06635
    Status
    retrieved
  3. https://arxiv.org/abs/2607.08700 — retrieved
    Technical identity
    Member
    https://arxiv.org/abs/2607.08700
    Object type
    cited url
    Object key
    https://arxiv.org/abs/2607.08700
    Object ID
    https://arxiv.org/abs/2607.08700
    Status
    retrieved
  4. https://arxiv.org/html/2506.11763 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2506.11763
    Object type
    cited url
    Object key
    https://arxiv.org/html/2506.11763
    Object ID
    https://arxiv.org/html/2506.11763
    Status
    retrieved
  5. https://arxiv.org/html/2506.11763v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2506.11763v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2506.11763v1
    Object ID
    https://arxiv.org/html/2506.11763v1
    Status
    retrieved
  6. https://arxiv.org/html/2507.16280 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2507.16280
    Object type
    cited url
    Object key
    https://arxiv.org/html/2507.16280
    Object ID
    https://arxiv.org/html/2507.16280
    Status
    retrieved
  7. https://arxiv.org/html/2508.15804 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2508.15804
    Object type
    cited url
    Object key
    https://arxiv.org/html/2508.15804
    Object ID
    https://arxiv.org/html/2508.15804
    Status
    retrieved
  8. https://arxiv.org/html/2508.15804v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2508.15804v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2508.15804v1
    Object ID
    https://arxiv.org/html/2508.15804v1
    Status
    retrieved
  9. https://arxiv.org/html/2509.04499 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2509.04499
    Object type
    cited url
    Object key
    https://arxiv.org/html/2509.04499
    Object ID
    https://arxiv.org/html/2509.04499
    Status
    retrieved
  10. https://arxiv.org/html/2509.04499v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2509.04499v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2509.04499v1
    Object ID
    https://arxiv.org/html/2509.04499v1
    Status
    retrieved
  11. https://arxiv.org/html/2604.03173 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2604.03173
    Object type
    cited url
    Object key
    https://arxiv.org/html/2604.03173
    Object ID
    https://arxiv.org/html/2604.03173
    Status
    retrieved
  12. https://arxiv.org/html/2604.03173v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2604.03173v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2604.03173v1
    Object ID
    https://arxiv.org/html/2604.03173v1
    Status
    retrieved
  13. https://arxiv.org/html/2605.06635 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2605.06635
    Object type
    cited url
    Object key
    https://arxiv.org/html/2605.06635
    Object ID
    https://arxiv.org/html/2605.06635
    Status
    retrieved
  14. https://arxiv.org/html/2605.06635v1 — retrieved
    Technical identity
    Member
    https://arxiv.org/html/2605.06635v1
    Object type
    cited url
    Object key
    https://arxiv.org/html/2605.06635v1
    Object ID
    https://arxiv.org/html/2605.06635v1
    Status
    retrieved
  15. https://arxiv.org/pdf/2507.16280 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2507.16280
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2507.16280
    Object ID
    https://arxiv.org/pdf/2507.16280
    Status
    retrieved
  16. https://arxiv.org/pdf/2508.15804 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2508.15804
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2508.15804
    Object ID
    https://arxiv.org/pdf/2508.15804
    Status
    retrieved
  17. https://arxiv.org/pdf/2510.14240v5 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2510.14240v5
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2510.14240v5
    Object ID
    https://arxiv.org/pdf/2510.14240v5
    Status
    retrieved
  18. https://arxiv.org/pdf/2604.03173 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2604.03173
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2604.03173
    Object ID
    https://arxiv.org/pdf/2604.03173
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    retrieved
  19. https://arxiv.org/pdf/2605.06635 — retrieved
    Technical identity
    Member
    https://arxiv.org/pdf/2605.06635
    Object type
    cited url
    Object key
    https://arxiv.org/pdf/2605.06635
    Object ID
    https://arxiv.org/pdf/2605.06635
    Status
    retrieved
  20. https://data.mendeley.com/datasets/3s73z9zf3c/1 — retrieved
    Technical identity
    Member
    https://data.mendeley.com/datasets/3s73z9zf3c/1
    Object type
    cited url
    Object key
    https://data.mendeley.com/datasets/3s73z9zf3c/1
    Object ID
    https://data.mendeley.com/datasets/3s73z9zf3c/1
    Status
    retrieved
  21. https://data.mendeley.com/datasets/3s73z9zf3c/2 — retrieved
    Technical identity
    Member
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Object type
    cited url
    Object key
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Object ID
    https://data.mendeley.com/datasets/3s73z9zf3c/2
    Status
    retrieved
  22. https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf — retrieved
    Technical identity
    Member
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Object type
    cited url
    Object key
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Object ID
    https://deepresearch-bench.github.io/static/papers/deepresearch-bench.pdf
    Status
    retrieved
  23. https://github.com/Ayanami0730/deep_research_bench — retrieved
    Technical identity
    Member
    https://github.com/Ayanami0730/deep_research_bench
    Object type
    cited url
    Object key
    https://github.com/Ayanami0730/deep_research_bench
    Object ID
    https://github.com/Ayanami0730/deep_research_bench
    Status
    retrieved
  24. https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/ — retrieved
    Technical identity
    Member
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Object type
    cited url
    Object key
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Object ID
    https://pmc.ncbi.nlm.nih.gov/articles/PMC13109748/
    Status
    retrieved
  25. https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf — retrieved
    Technical identity
    Member
    https://proceedings.iclr.cc/paper_files/paper/2026/file/465f22be10e07b301c6ed58f0472f704-Paper-Conference.pdf
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    Status
    retrieved
  26. https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf — retrieved
    Technical identity
    Member
    https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf
    Object type
    cited url
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    https://proceedings.iclr.cc/paper_files/paper/2026/file/ad08767706825033b99122332293033d-Paper-Conference.pdf
    Status
    retrieved
  27. https://proceedings.iclr.cc/paper_files/paper/2026/hash/ad08767706825033b99122332293033d-Abstract-Conference.html — retrieved
    Technical identity
    Member
    https://proceedings.iclr.cc/paper_files/paper/2026/hash/ad08767706825033b99122332293033d-Abstract-Conference.html
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    cited url
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14 · Examined editions
  1. Quote-minimal projection of edition:citation-verifier-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object type
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    Object key
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    Object ID
    em:dossier-edition:sha256:11f00fc6576322cec62671d5ff7dec3c0c9bed06c139e6f704054259b06241c4
  2. Quote-minimal projection of edition:cnv-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object type
    edition
    Object key
    edition-cnv-arxiv-v1-f24001c50a
    Object ID
    em:dossier-edition:sha256:601f0e4510819607265b94c8261884c072d559e63de9f71dbfc6bca5d33c5e29
  3. Quote-minimal projection of edition:deeptrace-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object type
    edition
    Object key
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    em:dossier-edition:sha256:c7779c770aa24aa5925b5fe6e66f968c733e8522d30bcdc4290bc9409bbe8b5b
  4. Quote-minimal projection of edition:deeptrace-iclr-2026 — examined-edition
    Technical identity
    Member
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    Object type
    edition
    Object key
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    Object ID
    em:dossier-edition:sha256:1a587168a59e161ea083b7b289339c5f41444a26f2f82a2eb8acb43b27367f70
  5. Quote-minimal projection of edition:drbench-arxiv-v1 — examined-edition
    Technical identity
    Member
    edition-drbench-arxiv-v1-7afa5ade36
    Object type
    edition
    Object key
    edition-drbench-arxiv-v1-7afa5ade36
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  6. Quote-minimal projection of edition:drbench-iclr-2026 — examined-edition
    Technical identity
    Member
    edition-drbench-iclr-2026-d00a3dcdb6
    Object type
    edition
    Object key
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    Object ID
    em:dossier-edition:sha256:47d8d33326a498097021dc5754365cbb8f5abfd3e628e90908d2342f0b6c7cf1
  7. Quote-minimal projection of edition:drbench-repo-main-469cce5 — examined-edition
    Technical identity
    Member
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  8. Quote-minimal projection of edition:keplinger-supplement-v1 — examined-edition
    Technical identity
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    Object type
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    Technical identity
    Member
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    Object type
    edition
    Object key
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    Object ID
    em:dossier-edition:sha256:dca82f9514bbd76d7afb655b2fe3d11d98dc6950b90c3065d81afa335bd86418
  10. Quote-minimal projection of edition:keplinger-vor-2025 — examined-edition
    Technical identity
    Member
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    Object type
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    Object key
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  11. Quote-minimal projection of edition:liveresearchbench-arxiv-v5 — examined-edition
    Technical identity
    Member
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    Object type
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  12. Quote-minimal projection of edition:reportbench-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object type
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    Object key
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  13. Quote-minimal projection of edition:researcherbench-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object type
    edition
    Object key
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    Object ID
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  14. Quote-minimal projection of edition:url-health-arxiv-v1 — examined-edition
    Technical identity
    Member
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    Object key
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72 · Accepted exact span roots
  1. Evaluation methodology, lines 144-149 — matched-exact-span
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  2. Appendix A.1 'Limitations' — matched-exact-span
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  3. Main text, paragraph beginning 'For their high performances in generating reference lists' — matched-exact-span
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  4. repository README, Overview — matched-exact-span
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  5. Table 1, lines 177-182 — matched-exact-span
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  6. Section 3.2, lines 144-146 — matched-exact-span
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  7. Table 1, Perplexity Deep Research citation-accuracy cell — matched-exact-span
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  8. Limitations, lines 259-261 — matched-exact-span
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  9. page 16, FACT judge validation — matched-exact-span
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  10. Table 1, OpenAI Deep Research row; FACT columns — matched-exact-span
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    Member
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  11. Section 4, line 186 — matched-exact-span
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    Member
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  12. page 14, Table 3 — matched-exact-span
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  13. Table 1, ChatGPT all-correct subtotal — matched-exact-span
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  14. Section 4.3, line 212 — matched-exact-span
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  15. main text, paragraph beginning 'For their high performances'; Figure 1 — matched-exact-span
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  16. pp. 1-2, lines 64-95 — matched-exact-span
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  17. Section 2 definition discussion and Section 3.3 — matched-exact-span
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  18. Limitations, lines 219-224 — matched-exact-span
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  19. Section 1 contributions — matched-exact-span
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  20. Section 3.3, line 155 — matched-exact-span
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  21. Section 4.3, Tables 2–3 — matched-exact-span
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  22. dataset page, Description — matched-exact-span
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  23. Section 3.3.1-3.3.3 — matched-exact-span
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  24. Abstract, lines 47-48 — matched-exact-span
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  25. Appendix D, Table 5 — matched-exact-span
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  45. Section 5.1 Results — matched-exact-span
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  47. Appendix C, line 365 — matched-exact-span
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  50. Abstract and Table 1 — matched-exact-span
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  51. Section 3.3 'URL extraction and classification' — matched-exact-span
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  52. page 5, Section 4.1 — matched-exact-span
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  54. Section 5 'Limitations' — matched-exact-span
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  56. Section 4.3, Tables 2-3 and following paragraph — matched-exact-span
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  57. p.33, Appendix E — matched-exact-span
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  60. Table 1, OpenAI Deep Research row and cited-statements Match Rate column — matched-exact-span
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  61. Paper section 3.1.1, factual-support validation — matched-exact-span
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  62. pp.17-18, Appendix E, equations 4-6 — matched-exact-span
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  63. Abstract, line 16 — matched-exact-span
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  64. README News, 2026-05-11 evaluator migration notice — matched-exact-span
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  65. p.23, Appendix C, Citation Accuracy — matched-exact-span
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  66. Section 5.1 and Appendix E, Table 4 — matched-exact-span
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  68. README News, lines 176-188 — matched-exact-span
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  69. Paragraph after Table 1 — matched-exact-span
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  70. Appendix C, line 365 — matched-exact-span
    Technical identity
    Member
    span-f35c9565f2fd047f6e7272dc608bbf6a63813a717bad5354-e6a07f05b6
    Object type
    span
    Object key
    span-f35c9565f2fd047f6e7272dc608bbf6a63813a717bad5354-e6a07f05b6
    Object ID
    em:dossier-span:sha256:a18ccb20769a7f5026931d907492839678079992f3ecefcecbfe05557d211246
  71. Section 4.2.1 'Citation Support Verification' and Section 4.2 'Score Computation', equations (2)-(3) — matched-exact-span
    Technical identity
    Member
    span-f96ad5daa81153a3689f52f5777fedfd70e8a87d44e7a1c9-3da72b8748
    Object type
    span
    Object key
    span-f96ad5daa81153a3689f52f5777fedfd70e8a87d44e7a1c9-3da72b8748
    Object ID
    em:dossier-span:sha256:5aba6568d3cbc2f788868b9ad96059aba175e6976e6989dab2736e0de95355b1
  72. p.17, Appendix C, lines 704-708 — matched-exact-span
    Technical identity
    Member
    span-f98f1274859ba98cc538e3be6d11d345a5382cfcb9516aa1-d60b765c48
    Object type
    span
    Object key
    span-f98f1274859ba98cc538e3be6d11d345a5382cfcb9516aa1-d60b765c48
    Object ID
    em:dossier-span:sha256:17193f2aab7106eece041bcabda963d9bd172d798792efc058b6a93c9bd4cb0c
0 · Independently confirmed warrant roots
    4 · Pending warrant groups
    1. The captured spans do not semantically close the normalized proposition; the warrant remains pending and receives no credit.
      Technical identity
      Member
      relation-citation-verifier-calibration-5b40082faa
      Object type
      evidence relation
      Object key
      relation-citation-verifier-calibration-5b40082faa
      Object ID
      em:dossier-evidence-relation:sha256:ef8f517c3d030147f56936e279e6260a63f142b3514a5e98475bb83e95940d21
    2. The captured spans do not semantically close the normalized proposition; the warrant remains pending and receives no credit.
      Technical identity
      Member
      relation-liveresearchbench-e1-e2-e3-5fb5d671f7
      Object type
      evidence relation
      Object key
      relation-liveresearchbench-e1-e2-e3-5fb5d671f7
      Object ID
      em:dossier-evidence-relation:sha256:d8f8705949761213814c9a9c1c47dca7d298d10a0c2f763c5c6ac6c6a372c880
    3. The captured spans do not semantically close the normalized proposition; the warrant remains pending and receives no credit.
      Technical identity
      Member
      relation-researcherbench-faithfulness-groundedness-c84dcaee54
      Object type
      evidence relation
      Object key
      relation-researcherbench-faithfulness-groundedness-c84dcaee54
      Object ID
      em:dossier-evidence-relation:sha256:c059f728a9e941f48d872e2b9acd4d1c7019a7428045412234b4aa6f44a4a30f
    4. The captured spans do not semantically close the normalized proposition; the warrant remains pending and receives no credit.
      Technical identity
      Member
      relation-url-health-correction-loop-eb8a6384c6
      Object type
      evidence relation
      Object key
      relation-url-health-correction-loop-eb8a6384c6
      Object ID
      em:dossier-evidence-relation:sha256:22dd32ad9045555bbab3a8c52380e5dd71c6d6769f24ce61436bbcdbc582a736
    20 · Unsupported or force-raised claims
    1. V2-SOL-01:r3_deepresearch_bench_fact — no-credit
      Technical identity
      Member
      V2-SOL-01:r3_deepresearch_bench_fact
      Object type
      claim occurrence
      Object key
      V2-SOL-01:r3_deepresearch_bench_fact
      Object ID
      V2-SOL-01:r3_deepresearch_bench_fact
      Status
      no-credit
    2. V2-SOL-01:r4_deeptrace_support — no-credit
      Technical identity
      Member
      V2-SOL-01:r4_deeptrace_support
      Object type
      claim occurrence
      Object key
      V2-SOL-01:r4_deeptrace_support
      Object ID
      V2-SOL-01:r4_deeptrace_support
      Status
      no-credit
    3. V2-SOL-02:R3_deepresearch_bench_fact — no-credit
      Technical identity
      Member
      V2-SOL-02:R3_deepresearch_bench_fact
      Object type
      claim occurrence
      Object key
      V2-SOL-02:R3_deepresearch_bench_fact
      Object ID
      V2-SOL-02:R3_deepresearch_bench_fact
      Status
      no-credit
    4. V2-SOL-02:R5_deeptrace_audit — no-credit
      Technical identity
      Member
      V2-SOL-02:R5_deeptrace_audit
      Object type
      claim occurrence
      Object key
      V2-SOL-02:R5_deeptrace_audit
      Object ID
      V2-SOL-02:R5_deeptrace_audit
      Status
      no-credit
    5. V2-SOL-03:r3_deepresearch_bench_fact — no-credit
      Technical identity
      Member
      V2-SOL-03:r3_deepresearch_bench_fact
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r3_deepresearch_bench_fact
      Object ID
      V2-SOL-03:r3_deepresearch_bench_fact
      Status
      no-credit
    6. V2-SOL-03:r4_deeptrace_support — no-credit
      Technical identity
      Member
      V2-SOL-03:r4_deeptrace_support
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r4_deeptrace_support
      Object ID
      V2-SOL-03:r4_deeptrace_support
      Status
      no-credit
    7. V2-SOL-03:r8_search_depth_ablation — no-credit
      Technical identity
      Member
      V2-SOL-03:r8_search_depth_ablation
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r8_search_depth_ablation
      Object ID
      V2-SOL-03:r8_search_depth_ablation
      Status
      no-credit
    8. V2-SOL-03:r9_verifier_calibration — no-credit
      Technical identity
      Member
      V2-SOL-03:r9_verifier_calibration
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r9_verifier_calibration
      Object ID
      V2-SOL-03:r9_verifier_calibration
      Status
      no-credit
    9. V2-SOL-04:R1 — no-credit
      Technical identity
      Member
      V2-SOL-04:R1
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R1
      Object ID
      V2-SOL-04:R1
      Status
      no-credit
    10. V2-SOL-04:R2 — no-credit
      Technical identity
      Member
      V2-SOL-04:R2
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R2
      Object ID
      V2-SOL-04:R2
      Status
      no-credit
    11. V2-SOL-04:R3 — no-credit
      Technical identity
      Member
      V2-SOL-04:R3
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R3
      Object ID
      V2-SOL-04:R3
      Status
      no-credit
    12. V2-SOL-04:R4 — no-credit
      Technical identity
      Member
      V2-SOL-04:R4
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R4
      Object ID
      V2-SOL-04:R4
      Status
      no-credit
    13. V2-SOL-04:R5 — no-credit
      Technical identity
      Member
      V2-SOL-04:R5
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R5
      Object ID
      V2-SOL-04:R5
      Status
      no-credit
    14. V2-SOL-04:R8 — no-credit
      Technical identity
      Member
      V2-SOL-04:R8
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R8
      Object ID
      V2-SOL-04:R8
      Status
      no-credit
    15. V2-TERRA-01:r1_deepresearchbench_fact — no-credit
      Technical identity
      Member
      V2-TERRA-01:r1_deepresearchbench_fact
      Object type
      claim occurrence
      Object key
      V2-TERRA-01:r1_deepresearchbench_fact
      Object ID
      V2-TERRA-01:r1_deepresearchbench_fact
      Status
      no-credit
    16. V2-TERRA-01:r4_cited_not_verified_source_attribution — no-credit
      Technical identity
      Member
      V2-TERRA-01:r4_cited_not_verified_source_attribution
      Object type
      claim occurrence
      Object key
      V2-TERRA-01:r4_cited_not_verified_source_attribution
      Object ID
      V2-TERRA-01:r4_cited_not_verified_source_attribution
      Status
      no-credit
    17. V2-TERRA-02:answer — no-credit
      Technical identity
      Member
      V2-TERRA-02:answer
      Object type
      claim occurrence
      Object key
      V2-TERRA-02:answer
      Object ID
      V2-TERRA-02:answer
      Status
      no-credit
    18. V2-TERRA-02:r1_deepresearchbench_fact — no-credit
      Technical identity
      Member
      V2-TERRA-02:r1_deepresearchbench_fact
      Object type
      claim occurrence
      Object key
      V2-TERRA-02:r1_deepresearchbench_fact
      Object ID
      V2-TERRA-02:r1_deepresearchbench_fact
      Status
      no-credit
    19. V2-TERRA-02:r4_deeptrace — no-credit
      Technical identity
      Member
      V2-TERRA-02:r4_deeptrace
      Object type
      claim occurrence
      Object key
      V2-TERRA-02:r4_deeptrace
      Object ID
      V2-TERRA-02:r4_deeptrace
      Status
      no-credit
    20. V2-TERRA-03:R3 — no-credit
      Technical identity
      Member
      V2-TERRA-03:R3
      Object type
      claim occurrence
      Object key
      V2-TERRA-03:R3
      Object ID
      V2-TERRA-03:R3
      Status
      no-credit
    9 · Independently rejected claims
    1. V2-SOL-02:R5_deeptrace_audit — independently-rejected
      Technical identity
      Member
      V2-SOL-02:R5_deeptrace_audit
      Object type
      claim occurrence
      Object key
      V2-SOL-02:R5_deeptrace_audit
      Object ID
      V2-SOL-02:R5_deeptrace_audit
      Status
      independently-rejected
    2. V2-SOL-03:r3_deepresearch_bench_fact — independently-rejected
      Technical identity
      Member
      V2-SOL-03:r3_deepresearch_bench_fact
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r3_deepresearch_bench_fact
      Object ID
      V2-SOL-03:r3_deepresearch_bench_fact
      Status
      independently-rejected
    3. V2-SOL-03:r8_search_depth_ablation — independently-rejected
      Technical identity
      Member
      V2-SOL-03:r8_search_depth_ablation
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r8_search_depth_ablation
      Object ID
      V2-SOL-03:r8_search_depth_ablation
      Status
      independently-rejected
    4. V2-SOL-03:r9_verifier_calibration — independently-rejected
      Technical identity
      Member
      V2-SOL-03:r9_verifier_calibration
      Object type
      claim occurrence
      Object key
      V2-SOL-03:r9_verifier_calibration
      Object ID
      V2-SOL-03:r9_verifier_calibration
      Status
      independently-rejected
    5. V2-SOL-04:R1 — independently-rejected
      Technical identity
      Member
      V2-SOL-04:R1
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R1
      Object ID
      V2-SOL-04:R1
      Status
      independently-rejected
    6. V2-SOL-04:R2 — independently-rejected
      Technical identity
      Member
      V2-SOL-04:R2
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R2
      Object ID
      V2-SOL-04:R2
      Status
      independently-rejected
    7. V2-SOL-04:R3 — independently-rejected
      Technical identity
      Member
      V2-SOL-04:R3
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R3
      Object ID
      V2-SOL-04:R3
      Status
      independently-rejected
    8. V2-SOL-04:R4 — independently-rejected
      Technical identity
      Member
      V2-SOL-04:R4
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R4
      Object ID
      V2-SOL-04:R4
      Status
      independently-rejected
    9. V2-SOL-04:R8 — independently-rejected
      Technical identity
      Member
      V2-SOL-04:R8
      Object type
      claim occurrence
      Object key
      V2-SOL-04:R8
      Object ID
      V2-SOL-04:R8
      Status
      independently-rejected
    3 · Inaccessible carriers
    1. DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents — inaccessible
      Technical identity
      Member
      V2-SOL-02:S4
      Object type
      citation occurrence
      Object key
      V2-SOL-02:S4
      Object ID
      V2-SOL-02:S4
      Status
      inaccessible
    2. Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — inaccessible
      Technical identity
      Member
      V2-SOL-03:s1
      Object type
      citation occurrence
      Object key
      V2-SOL-03:s1
      Object ID
      V2-SOL-03:s1
      Status
      inaccessible
    3. PubMed record and Figure 1 caption for Assessment of Deep Research for dermatology literature reviews: Deep concern over the hype — inaccessible
      Technical identity
      Member
      V2-TERRA-03:S6
      Object type
      citation occurrence
      Object key
      V2-TERRA-03:S6
      Object ID
      V2-TERRA-03:S6
      Status
      inaccessible

    Five-line lexicon

    The units are different on purpose

    Citation occurrence
    One report-level use of a citation, before repeated URLs are collapsed.
    URL root
    One distinct cited URL string; resolution does not prove claim support.
    Source work
    One logical paper, dataset, repository, or audit instrument across editions.
    Candidate warrant root
    One source-method-data proposition that survived bounded semantic review, while residual independence remains unresolved.
    No credit
    The item remains visible but does not support the stronger claim because its carrier, span, semantics, or lineage did not close.

    Build receipt

    Reproduce this projection

    Reproducible projection
    Dossier
    em:dossier:sha256:cbd7a14096a956f642f5c76046d3b49ed648fbe6bf24144c992404a01415af82
    View policy
    em:application-policy:skeptical-v0.1
    Catalog
    em:catalog:sha256:9bfc972213cba2cde167386103dc2c011ee74639fb7f0794c54120fbbdef1a5d
    Frontier
    em:frontier:sha256:f33be3eae4c75232d56750ef9a1aa79d96274ece3417d65a75c1391bf61a81bf
    Accepted commit
    f92846570180dfa4511263f8ba98ecd18f7772c9
    Epistemic policy
    commons-balanced-v0.1
    Disclosure policy
    public-noninterference-v0.1
    Compiler
    epistemedia/0.2.0
    Content digest
    ea6e6c4adc2adf8efaad8db82f8bd10919a8b26d6a48761208cecfaf4da69884