Paper Citation Record · LEDGER

The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2310.04988.

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

pith.paper-citation-record.v1
2310.04988 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:23:44.427145Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T20:38:43.568009Z

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 93bea5ea-f6a4-43e6-9622-f387e4a39009 · inbound

Steering Llama 2 via Contrastive Activation Addition cites this paper.

Steering Llama 2 via Contrastive Activation Addition The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:37:21.293983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c5a5f527-8d69-462f-a522-a53bb27a433c · inbound

Hallucination is Inevitable: An Innate Limitation of Large Language Models cites this paper.

Hallucination is Inevitable: An Innate Limitation of Large Language Models The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:38:43.571367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 733610af-5004-496d-bceb-8a6335e04efa · inbound

Emerging Security Challenges of Large Language Models cites this paper.

Emerging Security Challenges of Large Language Models The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:44.427145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c848cf3-2051-4d92-9fba-2287a099810f · inbound

Self-Disclosure to AI: The Paradox of Trust and Vulnerability in Human-Machine Interactions cites this paper.

Self-Disclosure to AI: The Paradox of Trust and Vulnerability in Human-Machine Interactions The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T23:19:29.558291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f733a1-22bf-427f-a5f7-ee6ed661d520 · inbound

Probe-Free Low-Rank Activation Intervention cites this paper.

Probe-Free Low-Rank Activation Intervention The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T23:49:46.781960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5664066c-cbd1-4672-b565-900df2a2464e · inbound

ChallengeMe: An Adversarial Learning-enabled Text Summarization Framework cites this paper.

ChallengeMe: An Adversarial Learning-enabled Text Summarization Framework The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 2273

Resolution: unresolved; no resolver link, observed 2026-08-08T20:21:52.797877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdebfaa-4e07-461d-aa55-7ecf701efdd2 · inbound

Position: Stop Acting Like Language Model Agents Are Normal Agents cites this paper.

Position: Stop Acting Like Language Model Agents Are Normal Agents The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T13:24:47.084473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f980ab-0f0c-4aab-aedb-114ebc784011 · inbound

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis cites this paper.

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:19:11.006093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 234dc0b8-54f5-42f9-ad8a-694a125546ae · inbound

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models cites this paper.

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:44.769918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c29b6f-6023-43b0-acb5-de9d174f70b1 · inbound

Neural Message-Passing on Attention Graphs for Hallucination Detection cites this paper.

Neural Message-Passing on Attention Graphs for Hallucination Detection The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T13:52:11.749018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.