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Paper Citation Record · LEDGER

Confabulation: The Surprising Value of Large Language Model Hallucinations

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2406.04175.

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

pith.paper-citation-record.v1
2406.04175 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:21:52.709837Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

11
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 920ace91-9bd4-44e1-9f05-c6509710742f · inbound

Thinking beyond the anthropomorphic paradigm benefits LLM research cites this paper.

Thinking beyond the anthropomorphic paradigm benefits LLM research Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-07T22:21:52.709837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:21:52.709837Z digest=sha256:4e25ce772c5b072ffb3dda7986d5a7f2b898f8732f2869e647aa329e02f368bb

Observation c1a6a662-4abe-47f4-b593-49c0d6ede551 · inbound

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values cites this paper.

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:07.152276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:43:07.152276Z digest=sha256:f5ad9b18d9a95c12851d01da429bd4cdd8b68f0662eff21c065ba27190902e96

Observation 3b997af6-5d5b-47c9-8b2a-32cb988ee410 · inbound

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones cites this paper.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T15:10:12.545216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:10:12.545216Z digest=sha256:9e39c527d9e2ad47e6af90a4703790dc7c6f475ed4b6654dc604175ea5df8af7

Observation 9f7068d7-79f5-46ef-8f7a-d3a17f409ae9 · inbound

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries cites this paper.

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:34:24.563617Z

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=2026-05-21T22:31:20.358758Z digest=sha256:26ea3202848e15366b72799f9d815ab73a1adc8bdd55528d26b1879062f34ba7

Observation 4df156fa-cf2c-439d-87a8-dffedc3b16ae · inbound

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations cites this paper.

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-18T12:56:24.440443Z

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=2026-05-18T12:54:01.717015Z digest=sha256:f4270e4bc02935d72a0ab46f67590cffb36df63e4b7b9e2c5a917302bc359d14

Observation e9f584bd-ba29-419a-8e9d-782d0d6915c2 · inbound

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs cites this paper.

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-03T12:42:37.288954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:42:37.288954Z digest=sha256:673326834add7429fe379c8fc76d47789b1eae18c0726840b033ec4aaf93c10a

Observation 29bf1e6a-c189-46b9-8556-eabc60ca94b6 · inbound

Structure Guided Retrieval-Augmented Generation for Factual Queries cites this paper.

Structure Guided Retrieval-Augmented Generation for Factual Queries Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:21:06.378957Z

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=2026-05-10T01:52:06.275673Z digest=sha256:82fed0059682e0b97cfaf0f75385a812517ce3aaa5e150d2def682a538380cd7

Observation cdda68a4-032d-420c-9bfc-977747d2b83b · inbound

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? cites this paper.

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T06:27:41.546049Z

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=2026-07-03T06:20:31.419815Z digest=sha256:2d57b0a29fc4a7e87ab3d8505173bb77e2d65ca482b8a2ba1ec8586a175e768c

Observation 111240b6-c6f0-4154-aa2b-dc07f0d372dc · inbound

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? cites this paper.

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T08:37:54.626944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T08:37:54.626944Z digest=sha256:efa6b7edb6a533c7d1c8a5768f76cd88bbbbcbd900d71a76ae94c89304f7e7b9

Observation d3dedfec-b544-486d-adbe-77f56d2b929b · inbound

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? cites this paper.

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence? Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-12T08:37:54.626944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T08:37:54.626944Z digest=sha256:d1fac1d152f3812bcbed403f2c103ffb181213adf752581f91841cabc9ea4558

Observation 6e583dbb-fad8-4999-b2bf-4994606ee72b · inbound

Optimization Is Not All You Need cites this paper.

Optimization Is Not All You Need Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-02T07:04:29.392194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:04:29.392194Z digest=sha256:4a6fd27bda6441825803502e5437dfdf17b6ed58d2580737a1dd2135c16b5ece