Paper Citation Record · LEDGER

Cognitive Mirage: A Review of Hallucinations in Large Language Models

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2309.06794.

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

pith.paper-citation-record.v1
2309.06794 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:32:11.162911Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T21:05:35.523194Z

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 2a1f92fe-bba2-4f59-bb2a-ddb76fdd5207 · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:21:39.856717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a57c21eb-c883-4279-8326-624b6feec07b · inbound

Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types cites this paper.

Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T10:32:11.162911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d50429-0e1a-495d-9a6a-f130d0ce3a1a · inbound

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents cites this paper.

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T04:46:07.345770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eea1479-df26-46df-86f7-96a7183fc4d7 · inbound

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking cites this paper.

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:48.980928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5869c3fa-8763-40fa-8fab-d4f99df66a81 · inbound

Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches cites this paper.

Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-10T21:56:12.287198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edebe4fc-6905-445d-8873-8b6539b766e7 · inbound

Can Hallucinations Help? Boosting LLMs for Drug Discovery cites this paper.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T15:39:26.461041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f415d1-231e-4d8b-bd28-b0812425b0ae · inbound

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering cites this paper.

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:52.456120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 623f2d5f-5ac9-48a4-af63-82c8f29b24af · inbound

ChartLens: Fine-grained Visual Attribution in Charts cites this paper.

ChartLens: Fine-grained Visual Attribution in Charts Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:24.915787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ced97d4-1bf3-4f74-a386-9ec3b86ffad7 · inbound

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering cites this paper.

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:52.388636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ed06db-9dfd-4a07-abb4-1b2d1c015d01 · inbound

Trustworthy AI for Medicine: Continuous Hallucination Detection and Elimination with CHECK cites this paper.

Trustworthy AI for Medicine: Continuous Hallucination Detection and Elimination with CHECK Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:46.317529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0bdb8b-76c9-4534-8da4-0fe5fbeff5ad · inbound

Unified Multimodal Understanding via Byte-Pair Visual Encoding cites this paper.

Unified Multimodal Understanding via Byte-Pair Visual Encoding Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:54.444370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262e7fc1-fedf-4174-9664-0370d70dd663 · inbound

Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models cites this paper.

Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:54:26.449614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c59aafc-0e4e-4835-9ef4-6fbcb55dff4d · inbound

Provably Secure Retrieval-Augmented Generation cites this paper.

Provably Secure Retrieval-Augmented Generation Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T05:56:20.396846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab34bd58-93c8-4b0e-b3d8-75943d99bff6 · inbound

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation cites this paper.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-04T09:50:51.424099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d9cded-3b75-448e-8c71-3f8f64502ad2 · inbound

Uncertainty Propagation in LLM-Based Systems cites this paper.

Uncertainty Propagation in LLM-Based Systems Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:16:23.213059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5d47c9dc-052a-4ef6-bff6-d21b1c69410f · inbound

RRCM: Ranking-Driven Retrieval over Collaborative and Meta Memories for LLM Recommendation cites this paper.

RRCM: Ranking-Driven Retrieval over Collaborative and Meta Memories for LLM Recommendation Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:10:53.881868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 83416cac-d0fc-481d-9136-9bdc5f477cfe · inbound

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows cites this paper.

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:44:48.494427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 922776c5-f034-4491-bf7c-7a9068d8ff72 · inbound

Stability vs. Manipulability: Evaluating Robustness Under Post-Decision Interaction in LLM Judges cites this paper.

Stability vs. Manipulability: Evaluating Robustness Under Post-Decision Interaction in LLM Judges Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:36:47.657632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation df793782-7c2f-469b-90b2-ee1f5facfe85 · inbound

Can LLMs Write Correct TLA+ Specifications? Evaluating Natural-Language-to-TLA+ Generation cites this paper.

Can LLMs Write Correct TLA+ Specifications? Evaluating Natural-Language-to-TLA+ Generation Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.942351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dec81438-8340-4d2e-8d3e-3a522ff206f3 · inbound

Beyond the Syntax: Do Security Experts Trust LLMs for NIDS Rule Engineering? cites this paper.

Beyond the Syntax: Do Security Experts Trust LLMs for NIDS Rule Engineering? Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-08T21:05:35.524817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 52aaa601-9385-4cf4-8043-fb469d347217 · inbound

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications cites this paper.

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T02:04:06.899602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.