Paper Citation Record · LEDGER

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding

As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2605.08888.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.08888 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T05:09:49.912587Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:40:56.029050Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

verified exact0
verified fuzzy41
unresolved21
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a448f9a8-a801-435d-8359-773500f4a891 · outbound

This paper cites Ministral 3.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Ministral 3

Reference 1

Resolution: malformed identifier; local_arxiv, observed 2026-05-15T05:10:01.879289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57b1a8cc-7bf4-4ccd-aaf2-db7affba09e8 · outbound

This paper cites No e x c e p t i o n s.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding No e x c e p t i o n s

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.233860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c86db4e4-447a-4ad7-82d4-37366a1a8355 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.247309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f167d956-439c-4b3e-923f-28e59ab96787 · outbound

This paper cites The ci ta tio n MUST ,→ end with TWO right b rac ke ts ‘]] ‘ and then the period.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The ci ta tio n MUST ,→ end with TWO right b rac ke ts ‘]] ‘ and then the period

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.228958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 920927d8-0a38-4175-bebf-3eb31fdf52c2 · outbound

This paper cites on ,→ page 5.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding on ,→ page 5

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.243164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51629ec7-1c03-4a4b-8fec-3701dc7dfdff · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.191338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69b47268-eb08-40e3-855e-fa9de797b2f6 · outbound

This paper cites 12" , " ,→ iv.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding 12" , " ,→ iv

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.200217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f8f8ee5-e840-47b8-8bee-98fdd819f121 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.212816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9faff63-5d42-44dd-9e1f-94c6230f420d · outbound

This paper cites on page X.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding on page X

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.208528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 145168da-40c6-4e8a-aee6-a417704f73ea · outbound

This paper cites covered.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding covered

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.239189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ba105c4-9f9d-4d29-8966-2e6593d6c5e8 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.224410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7193d47b-87e6-417f-af6e-0e4f8a04cf8e · outbound

This paper cites covered.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding covered

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.251800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46f82e03-feb4-4f34-84bd-5647f9cad484 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.216683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7fdae806-390f-4dfd-b9ac-caf5417f081a · outbound

This paper cites 16 ,→ Mbytes.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding 16 ,→ Mbytes

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.195678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02230506-b7ef-4b2c-bc36-2daad283c3cf · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.220567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14168a6c-7ec4-43de-a589-66bdf9e86509 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.204210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5c37f48-0859-49b4-b8ad-bc28559e1768 · outbound

This paper cites Missing ,→ req ui re d items or adding i n c o r r e c t extra items is i n c o n s i s t e n t.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Missing ,→ req ui re d items or adding i n c o r r e c t extra items is i n c o n s i s t e n t

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.102976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc4a0c37-e64b-436c-b17a-5e330d26202a · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.026329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b57aba0-c499-4b22-9f84-86cea5ceb97c · outbound

This paper cites If ,→ the name clearly differs , mark it i n c o n s i s t e n t.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding If ,→ the name clearly differs , mark it i n c o n s i s t e n t

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.116871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa1de118-abf2-4915-b6a1-175f63a07f7f · outbound

This paper cites Judge only from question , gold_answer , and ,→ m o d e l _ a n s w e r.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Judge only from question , gold_answer , and ,→ m o d e l _ a n s w e r

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.122539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5957959-7eda-4fcb-b77f-ffc033b2c85d · outbound

This paper cites c o n s i s t e n t.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding c o n s i s t e n t

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-05-15T05:10:02.141830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76f7f6b1-40d7-4c88-9f28-637647a5d871 · outbound

This paper cites The input context is restricted to the gold evidence pages while retaining the standard reasoning prompt, removing the page-localization burden.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The input context is restricted to the gold evidence pages while retaining the standard reasoning prompt, removing the page-localization burden

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.045556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3220c94-44fe-4f66-b01d-1ad59acdfb0f · outbound

This paper cites Building on (1), textual bounding-box descriptions of key evidence re- gions are injected into the prompt, additionally removing the region-grounding burden.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Building on (1), textual bounding-box descriptions of key evidence re- gions are injected into the prompt, additionally removing the region-grounding burden

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.978235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0cebc6a-e3ed-48fe-8a4d-78946efdab46 · outbound

This paper cites Building on (2), the atomic facts contained in each annotated region are additionally provided, further removing the perceptual and fact-extraction burden.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Building on (2), the atomic facts contained in each annotated region are additionally provided, further removing the perceptual and fact-extraction burden

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.935329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec060a3a-869f-4392-86a3-d6f7eb6cd73a · outbound

This paper cites A1: DocScope is a benchmark designed to evaluate the multimodal long-document understanding capabilities of models, primarily targeting question answering over long PDF documents.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A1: DocScope is a benchmark designed to evaluate the multimodal long-document understanding capabilities of models, primarily targeting question answering over long PDF documents

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.991976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d86938e4-a997-4361-8883-65e650b48f2c · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:01.970400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4200a799-c4c2-4988-b566-42d92fda20b9 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.136698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0892faa7-2787-4e51-9822-f6bb379521ff · outbound

This paper cites A1: DocScope currently contains 1,124 QA instances, each consisting of a question and its corre- sponding answer grounded in a long document.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A1: DocScope currently contains 1,124 QA instances, each consisting of a question and its corre- sponding answer grounded in a long document

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.074078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a664cfd-f8cc-4bc5-a5de-09b3a1422b23 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.173545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4f1bb07-52f9-4b1e-bba1-a142f5e74073 · outbound

This paper cites The larger set consists of potential QA pairs constructed from real-world long documents.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The larger set consists of potential QA pairs constructed from real-world long documents

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.015125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc7d8d41-0e3c-4268-b1ee-90ca76d73450 · outbound

This paper cites The data are provided as raw document-based QA annotations rather than pre-extracted feature representations.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The data are provided as raw document-based QA annotations rather than pre-extracted feature representations

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.039597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a02a5747-4eec-4a74-bd5b-8e8a9087b4be · outbound

This paper cites 47 A5: Y es.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding 47 A5: Y es

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.107079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 795300a3-5ffa-41e3-bc8d-a71fbfead302 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.049735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1de1c7d1-8039-41b5-a324-e66a6dbf6295 · outbound

This paper cites Instances are explicitly categorized by question type and answerability.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Instances are explicitly categorized by question type and answerability

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.111841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5366064d-b089-4cba-a13c-ce7ad60e0831 · outbound

This paper cites DocScope is primarily intended as an evaluation benchmark and is split into a validation set and a test set.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding DocScope is primarily intended as an evaluation benchmark and is split into a validation set and a test set

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.055687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b50b2971-b40e-49f6-b0f4-21fdbe258ff9 · outbound

This paper cites However, as the QA pairs are synthesized from complex real-world long documents, residual annotation errors or ambiguous cases may still exist.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding However, as the QA pairs are synthesized from complex real-world long documents, residual annotation errors or ambiguous cases may still exist

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.131748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6f5ad2e-5a8b-4deb-b336-1528d382f856 · outbound

This paper cites The released dataset will include the source PDF documents, questions, answers, supporting evidence, evidence bounding-box coordinates, and factual reasoning annotations.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The released dataset will include the source PDF documents, questions, answers, supporting evidence, evidence bounding-box coordinates, and factual reasoning annotations

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.182671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7eefc9cf-b22f-4ec6-8b27-328beed6952d · outbound

This paper cites The source documents are publicly available documents, and the dataset does not inten- tionally contain conﬁdential information.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The source documents are publicly available documents, and the dataset does not inten- tionally contain conﬁdential information

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.060946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77f544a7-691f-46e0-aa12-e24b533021d2 · outbound

This paper cites Manual review and ﬁltering were conducted to remove or mitigate offensive, toxic, or sensitive content.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Manual review and ﬁltering were conducted to remove or mitigate offensive, toxic, or sensitive content

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.160149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b824bd3c-4eff-4621-8dea-9a7107ce9189 · outbound

This paper cites QA pairs were synthesized using Claude-Opus-4.6 and then strictly reviewed.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding QA pairs were synthesized using Claude-Opus-4.6 and then strictly reviewed

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.155408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9965207-8a82-4739-b0e5-e7dc40b5839a · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.064837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4360f86-a3ab-492b-8c68-82abbd0210e3 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.078785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83becdf8-a0d7-4dc6-a45e-212498ae7f74 · outbound

This paper cites The annotators worked for approximately ﬁve days and were compensated.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The annotators worked for approximately ﬁve days and were compensated

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.083387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf0a3dcd-eca2-4b6c-ab92-55f773aaa4c1 · outbound

This paper cites 48 H.4 Preprocessing/cleaning/labeling.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding 48 H.4 Preprocessing/cleaning/labeling

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.957242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb9bbe3f-397b-40c7-9e5b-4cc1ef0dda14 · outbound

This paper cites The dataset construction involved QA synthesis, evidence annotation, bounding-box an- notation, factual reasoning annotation, and strict review.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The dataset construction involved QA synthesis, evidence annotation, bounding-box an- notation, factual reasoning annotation, and strict review

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.088878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97f69336-5d69-4bdd-b05e-270cb0a1b6fd · outbound

This paper cites Data decontamination was conducted through manual review and experimental checks to remove contaminated and duplicate instances.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Data decontamination was conducted through manual review and experimental checks to remove contaminated and duplicate instances

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.094060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62cfa16a-f83b-480a-a82e-8d158c3c24f3 · outbound

This paper cites The tools and scripts used for data generation will be released.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The tools and scripts used for data generation will be released

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.008581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36982681-1e70-4509-b6ae-0b4af9ccb9df · outbound

This paper cites A1: Y es.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A1: Y es

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.126783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f1956e3-6249-402d-8f70-1e66c4248aa7 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.146164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5022467a-2f22-44ba-aff6-e0932be64858 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.186560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation abbb6a7d-c77d-43e3-9bfb-4cd2b6d1d24b · outbound

This paper cites Fu- ture users should consider DocScope as an evaluation benchmark rather than a fully exhaustive representation of all long-document understanding scenarios.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Fu- ture users should consider DocScope as an evaluation benchmark rather than a fully exhaustive representation of all long-document understanding scenarios

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.942712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9fe33b0-2c46-4315-985f-16944b3505db · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.002529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 313e5e20-d98e-4d81-b124-67fd3485e16c · outbound

This paper cites A1: Y es.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A1: Y es

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.020615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0043eaeb-96fe-4ffd-afbd-8dcd2daa996c · outbound

This paper cites No DOI is currently available.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding No DOI is currently available

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.177882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4421f2a-320c-4658-9bda-eb926a71ebbb · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.150586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e222ea3d-0f27-4a80-8bfa-1da863fc0f7f · outbound

This paper cites The dataset will be distributed under the Creative Commons Attribution-NonCommercial- ShareAlike 4.0 International License (CC BY -NC-SA 4.0).

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The dataset will be distributed under the Creative Commons Attribution-NonCommercial- ShareAlike 4.0 International License (CC BY -NC-SA 4.0)

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.164788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 414e4aff-d0f8-4606-a312-ba7e43abee8f · outbound

This paper cites The source documents are from publicly available resources, and no third-party IP-based or other restrictions have been imposed on the dataset.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The source documents are from publicly available resources, and no third-party IP-based or other restrictions have been imposed on the dataset

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.984811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7948185d-7a60-480c-95cc-775cc7b88a85 · outbound

This paper cites H.7 Maintenance.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding H.7 Maintenance

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.928197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b17bf033-bc56-4ff9-a100-51d42ae3968d · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.098502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b754b1ad-0253-4549-aba0-4ed67531a899 · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:01.949874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b583b51-8686-44d1-aa7c-a6d5ec0aaeee · outbound

This paper cites A3: Any errata will be posted on the project GitHub repository.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A3: Any errata will be posted on the project GitHub repository

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.921063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f24961f-54b9-4b02-a4ac-8888ff70ecc0 · outbound

This paper cites The authors plan to update the dataset, and updates will be communicated through the ofﬁcial GitHub and Hugging Face repositories.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding The authors plan to update the dataset, and updates will be communicated through the ofﬁcial GitHub and Hugging Face repositories

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:01.964105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ed364e2-ff40-4124-9373-2349a1d91f59 · outbound

This paper cites A5: Y es.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding A5: Y es

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T05:10:02.031523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1958ade6-f0c5-4aec-aca1-6c78f0f03d0f · outbound

This paper cites an unresolved cited work.

DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-15T05:10:02.169297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 3bc983a4-7311-4c23-9a07-123173bb822c · inbound

WildTrace: Benchmarking Natural Evidence Trails in Long-Context Reasoning cites this paper.

WildTrace: Benchmarking Natural Evidence Trails in Long-Context Reasoning DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T03:52:24.872919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 197b182d-0c74-49dd-adfd-2f2f0e5128d3 · inbound

WildTrace: Benchmarking Natural Evidence Trails in Long-Context Reasoning cites this paper.

WildTrace: Benchmarking Natural Evidence Trails in Long-Context Reasoning DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T07:40:56.029050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.