Paper Citation Record · LEDGER

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys

As of 8 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2601.15307.

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

pith.paper-citation-record.v1
2601.15307 v2

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:25:16.584795Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:15:30.776560Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:19:13.871966Z

Reference resolution

6 of 6 outbound references displayed

verified exact0
verified fuzzy0
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b42cab8e-2a8a-4e84-8fa4-4f5d57314779 · outbound

This paper cites SurveyX: Academic Survey Automation via Large Language Models.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys SurveyX: Academic Survey Automation via Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:15.945913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0178a7e0-9bd8-42d8-b575-b85e8443e18e · outbound

This paper cites SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:16.395119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329feffa-d4f8-4b7f-8857-4a660c045090 · outbound

This paper cites an unresolved cited work.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:16.584795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c248b1b3-b257-4a8e-bd38-de729ccafc0e · outbound

This paper cites InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6- 10, 2023, pages 6465–6488.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6- 10, 2023, pages 6465–6488

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:15.705686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69fc67d-9b9e-4bf4-9a37-6efc5aecd71c · outbound

This paper cites DeepSeek-V3 Technical Report.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys DeepSeek-V3 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:16.185305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 999776fa-d510-4431-88b8-138288245959 · outbound

This paper cites Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, and Dong-Seong Kim.

DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, and Dong-Seong Kim

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:15.827627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 71ec75f2-038a-4ea3-971f-44d594a81ddd · inbound

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness cites this paper.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness DeepSurvey-Bench: Evaluating Academic Value of Automatically Generated Scientific Surveys

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-08-04T01:52:09.840969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.