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Paper Citation Record · LEDGER

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2406.05688.

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

pith.paper-citation-record.v1
2406.05688 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:57:43.531626Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:30:00.407676Z

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 6c2ad7a6-cdfe-44bb-9565-c128fa03d0ac · inbound

Generative Adversarial Reviews: When LLMs Become the Critic cites this paper.

Generative Adversarial Reviews: When LLMs Become the Critic Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T19:57:43.531626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:57:43.531626Z digest=sha256:d48e21d0653608376c71f5e1a6e3952b17b9b13a4ff99aa81fb775ade76fd85e

Observation 22561902-6e91-4aa9-8bfc-90cf28d2f792 · inbound

Can You Trust LLM Judgments? Reliability of LLM-as-a-Judge cites this paper.

Can You Trust LLM Judgments? Reliability of LLM-as-a-Judge Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T14:04:26.367830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:04:26.367830Z digest=sha256:5c34dc8590744f3149c81ca6fcc71656fa080c3ecea3fa0ad73822f44189bad1

Observation b231a38c-bed5-425b-9152-754182f8ea59 · inbound

Large language models for automated scholarly paper review: A survey cites this paper.

Large language models for automated scholarly paper review: A survey Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-10T19:16:12.980015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:16:12.980015Z digest=sha256:73898ff8c7643a874c5a7c7240c12e976eba3fc661d37a7a7aeecd27ac519e1f

Observation 89fa1bfd-e9e3-4a89-9be7-0211a3979925 · inbound

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers cites this paper.

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T20:28:58.559253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:28:58.559253Z digest=sha256:9a89c1ef63a657b270dc0145bce4b93c21e0c8f78eb3feec5b3298274ee9fc0c

Observation ddecfe4f-6646-4ec9-be3e-e20959d4e546 · inbound

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research cites this paper.

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T16:30:31.082021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:30:31.082021Z digest=sha256:224d5f9d9159bed85aa666f899222043567d9b1e1c8e42fc8d8e309e1e7abde1

Observation 44308789-ca07-4d88-b0d6-d0400890ef30 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 162

Resolution
unresolved
no resolver link, observed 2026-08-06T10:55:15.050772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:55:15.050772Z digest=sha256:23da09ff45473ac2ff1f9fe848cfabf389efc9e13e944657685d163c7274bd89

Observation f631da57-a4de-42d4-9988-dfa966dfe1af · inbound

Detailed radial scale height profile of dust grains as probed by dust self-scattering in HL Tau cites this paper.

Detailed radial scale height profile of dust grains as probed by dust self-scattering in HL Tau Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T05:46:59.431593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:46:59.431593Z digest=sha256:846d3926bf39af615623ac0af4ed6f59d23b0019c175a6525abcad668bfc5c68

Observation 844e2e45-7e01-4d7d-a151-dfc42ac0f335 · inbound

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches cites this paper.

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:16.050163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:16.050163Z digest=sha256:6cbb80182634f207c32a9442615519886e9de93bdbb334b088620d8f1d63dedb

Observation 2e86d812-ee6f-4bd2-8413-1769fe700828 · inbound

Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review cites this paper.

Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T09:42:58.215122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T09:42:58.215122Z digest=sha256:451941f8371851909f930a6b0104bd34cdae69be053cb8f95f6f25810cae7c49

Observation 9a2c8c78-b8ef-49d2-9633-27322d57ca39 · inbound

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents cites this paper.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T13:00:24.639645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:87e1d2b275b64e103d5267a235712418bd13997aaece3d4807fa23cd5c47628a

Observation 29f2d27b-039f-4ed4-adee-bbf42a26dbae · inbound

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI cites this paper.

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:21:19.075932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T01:50:31.124812Z digest=sha256:d176c48a3bdb9c648dbd82a79418eb0fa66cf721542f8820d8c25b7dd091f198

Observation 5a1a758e-f343-4c79-80a1-ac7682954020 · inbound

SafeReview: Defending LLM-based Review Systems Against Adversarial Hidden Prompts cites this paper.

SafeReview: Defending LLM-based Review Systems Against Adversarial Hidden Prompts Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:26:26.595669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-07T10:48:54.805233Z digest=sha256:d664138f8520762598a976503fe21d319135ac407f738aaa22a657cc786ac4b6

Observation 98e86271-8e27-4c6f-8467-01f32f32d30d · inbound

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

AI for Auto-Research: Roadmap & User Guide Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 198

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.887844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-20T10:30:50.256635Z digest=sha256:28d3ef6709faa42beb29024aad2a241c7dda72339e59a67b93cd6040d6594cf5

Observation 970594fb-014a-4bf3-aee9-01630cb1f70a · inbound

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

AI for Auto-Research: Roadmap & User Guide Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 197

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:47.825479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:43:47.825479Z digest=sha256:783a19dd9558ca7e572be61619b476076b5136034a68b70f0e0a9d4fe3a449fa

Observation 52e4c3c2-c4eb-4ff6-a6f5-cd49b23d16f1 · inbound

GraphReview: Scientific Paper Evaluation via LLM-based Graph Evidence Expansion cites this paper.

GraphReview: Scientific Paper Evaluation via LLM-based Graph Evidence Expansion Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:33:50.783644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-29T18:27:16.024909Z digest=sha256:e9b33e18d43f3b29f8c13f491f78435182d3efdb60fc04cfd72fb22c22c1f63c

Observation 16c72cff-c6dc-48fc-b308-83fd55b5f381 · inbound

PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing cites this paper.

PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T07:23:13.078540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-29T07:16:14.345586Z digest=sha256:e0325b13f077c5fb559906aa2806386178fd8dba4b56556168a28232bdac4ef0

Observation 13a4e172-f837-472f-90e6-6defe1d9daa2 · inbound

EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation cites this paper.

EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:46:57.496324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-28T01:47:14.522654Z digest=sha256:a81476f3897ab59f1f6375377c0aa5c6a1712682ee82230569beddbeaf879e06

Observation 3444ddbb-5ffa-4567-af11-d20b21d4e926 · inbound

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges cites this paper.

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-04T17:30:00.409471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-25T23:39:34.179789Z digest=sha256:c6fb2d2ab7b22c671dc14bf6b9cd6d1cdfa62e00ffb41c8968a07dc775e905d2