Paper Citation Record · LEDGER

Cognitive Mirage: A Review of Hallucinations in Large Language Models

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 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 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:41:27.998545Z

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 2026-08-18T06:34:40.430872+00:00.

Observation 42e51b98-63bf-43db-9be2-4538bba92832 · inbound

Evaluating LLMs Capabilities Towards Understanding Social Dynamics cites this paper.

Evaluating LLMs Capabilities Towards Understanding Social Dynamics Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T16:59:41.672943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d61ceb-7a5e-41fa-a9c1-03dafa159a00 · inbound

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry cites this paper.

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-12T16:00:23.366419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 758f45cb-4619-497a-9252-792af5344c88 · inbound

Language Models for Materials Discovery and Sustainability: Progress, Challenges, and Opportunities cites this paper.

Language Models for Materials Discovery and Sustainability: Progress, Challenges, and Opportunities Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 161

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:27.998545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe8fc5a-1655-4a92-8968-827c9e531920 · inbound

HMCF: A Human-in-the-loop Multi-Robot Collaboration Framework Based on Large Language Models cites this paper.

HMCF: A Human-in-the-loop Multi-Robot Collaboration Framework Based on Large Language Models Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T04:37:36.416135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a701dfc-5cf1-4072-a961-75053956ad68 · inbound

SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion cites this paper.

SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T22:18:57.018155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c48f328-7e37-451c-84b4-1a30fd501585 · inbound

Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering cites this paper.

Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T20:31:48.326652Z

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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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.