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Paper Citation Record · LEDGER

Do as We Do, Not as You Think: the Conformity of Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2501.13381.

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

pith.paper-citation-record.v1
2501.13381 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:04:29.595184Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:08:07.805037Z

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 ae724c0e-fb80-42b1-920b-9625418b0727 · inbound

Do we really have to filter out random noise in pre-training data for language models? cites this paper.

Do we really have to filter out random noise in pre-training data for language models? Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T15:04:29.595184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:04:29.595184Z digest=sha256:31835b26fd3f9d64bd7de07f80269d1428cb394f104f5f4628789a289cb37ccd

Observation f58f7b98-3f99-4206-b296-73dfcdfdea0f · inbound

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems cites this paper.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:26.480036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:26.480036Z digest=sha256:71c01de777cbb1e16897e2e6d0afdce0c9d3f63d3324802911fcb3d8fe553e22

Observation f21c46a4-a65b-4388-897e-90082c25f29d · inbound

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis cites this paper.

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T16:30:41.070030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:30:41.070030Z digest=sha256:4ce86fb2a91631b258fd254700a9473fb17c7019d163109f7daa94bd075aa9fb

Observation 3ef4c6ee-bde6-4f30-8499-aa17b98534e7 · inbound

LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty cites this paper.

LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T15:21:32.709369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:21:32.709369Z digest=sha256:5665e1fca823c5c2dd7bf04569bd5a8b9b1ce7b88f035938f82a6ac81e0f9124

Observation 078315e6-3e3a-46b1-851e-2f7e15c1e07e · inbound

Towards Simulating Social Influence Dynamics with LLM-based Multi-agents cites this paper.

Towards Simulating Social Influence Dynamics with LLM-based Multi-agents Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T11:42:50.729409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:42:50.729409Z digest=sha256:5f6ac2fcd481d1ceb9dbe2a87f6e6ef4ed6d265b4ace296a092e7d2ce703f993

Observation 46302c9d-73fb-4292-a0f5-35a30ad932be · inbound

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems cites this paper.

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:13:13.984603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:09:14.217158Z digest=sha256:2746fe0c083384f8518d1b9da46c517593915d34a7a4e35382d87926e92d27c9

Observation d8392fca-ecca-480b-bf8d-29e8fa145472 · inbound

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems cites this paper.

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T16:57:39.849942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:57:39.849942Z digest=sha256:2b1b818dd6c1d31c1d66147e5cab4b9011518c0fa652d184c05bc2aa57fe670e

Observation aad34c5f-a31c-4d82-ad92-26e294b5cfda · inbound

Preregistered Belief Revision Contracts cites this paper.

Preregistered Belief Revision Contracts Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T10:29:24.773648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T10:27:12.871771Z digest=sha256:8f2b44547a9900e452a026e6c9040758149671dc9809fc27907688a3e6c62191

Observation b20c4574-b06e-4066-a248-fd00939e0516 · inbound

Large Language Models Exhibit Normative Conformity cites this paper.

Large Language Models Exhibit Normative Conformity Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:51:05.599082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T02:40:45.653583Z digest=sha256:ec32d128aff200a8444689160ec6a1b89e7c27d5a0d3292df78a799e40a77a45

Observation 697c1939-9773-43b8-b3fe-ab1a016f206e · inbound

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning cites this paper.

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 125

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:41:03.951519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T15:52:43.274993Z digest=sha256:3ae3f0134980ae66d057ff8588f7efdd1a28af64536c898221add28fd7cf55a3

Observation 6c29c6d9-fe85-434b-b0d7-db008f2a8321 · inbound

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization cites this paper.

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:56:13.981683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T00:55:52.965890Z digest=sha256:0f99c35cba1b2e03dced25462e45039b4f40abcdde77fc23004f53e595e116d6

Observation 1d2bd7ec-eab1-4824-8e1f-9afd0fe0b9e2 · inbound

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization cites this paper.

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T23:35:07.638820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T23:29:12.545347Z digest=sha256:f622eb02c08afa84e7e4133822cddd0019bcbffe4a234667d71ce9d3f11af4e7

Observation 5b0f3e6b-c84f-43d7-aaf5-fe7aede7ca69 · inbound

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity cites this paper.

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T22:26:18.006817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T15:22:03.044613Z digest=sha256:d80d3cab48689edf97feea5c80789875df6a6f9a6fdc10f5274c8ce662c391f9

Observation c69a364b-7114-4b9a-aca5-d25b2d801431 · inbound

What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates cites this paper.

What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 117

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:08:07.806600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-03T13:02:46.485260Z digest=sha256:1f752567fb8101da6939aa47ef554a66a5ad68a57920a3a34d22a2e694ec0eed

Observation 6405f77c-d4e3-49a7-bb56-53473fa64416 · inbound

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks cites this paper.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-11T06:02:15.946864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T06:02:15.946864Z digest=sha256:862fd3dcb0929985f18524523f5e3198d3e94da5eb83513605a598b16983c654

Observation 5726467e-1acc-4dd9-9cfd-6043d2632e62 · inbound

Social Pressure Breaks Majority Voting in LLM Safety Panels cites this paper.

Social Pressure Breaks Majority Voting in LLM Safety Panels Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T00:34:32.958038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:34:32.958038Z digest=sha256:402994e35b7196ab94725980dd8f00c101183149d804fe13d2dcabb73173d5d2