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Paper Citation Record · LEDGER

SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.04629.

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

pith.paper-citation-record.v1
2503.04629 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:56:37.097023Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T21:06:14.504612Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 10f258f6-7855-4ef3-bce8-de3510a94ae7 · inbound

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification cites this paper.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:56:37.097023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:56:37.097023Z digest=sha256:73435b853253e47eb47187a72226557093a876a2ac8053f2b0039f85b9783881

Observation c437b15c-6237-487f-a9f8-fd38d82107a5 · inbound

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

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T00:48:44.879565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:48:44.879565Z digest=sha256:d6d1759734ad1969e75ae44cb25155f1137389b7c57ce83a39dac4cbc3c0dce5

Observation c9ba3189-1739-4fbf-9f54-2f17b4b7d3c0 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 230

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.678932Z

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.

source=pdf_text observed=2026-05-20T10:30:50.256635Z digest=sha256:287dddfa5473de68956a3e14566a420cb98f95a1c2c8eb5f1c7af40307784d68

Observation c3563791-eea7-494d-ba4b-4a1e9d6c6889 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 229

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:50.971005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:43:50.971005Z digest=sha256:d1aa96a306b501899d580f0a66b8d1a0c713193d3dd16297055906860a967b86

Observation 0dff5194-68d8-402f-90ae-f47a4db82af9 · inbound

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions cites this paper.

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-01T21:06:14.505895Z

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.

source=pdf_text observed=2026-06-28T17:27:59.500885Z digest=sha256:1012aaa3c5d1acd91a2a49c6bb09f1b9954925f5ba2934ebac7b752338ebce41