Paper Citation Record · LEDGER

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2410.02707.

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

pith.paper-citation-record.v1
2410.02707 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:29:59.317236Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cbed722c-36f6-499c-813b-3ad124f2d2c1 · inbound

Void in Language Models cites this paper.

Void in Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:02.661844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c469ab0-84ef-4ea2-a378-04983c3998fa · inbound

HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving cites this paper.

HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:13:42.187476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324ec045-6160-4146-906f-f4ff42156a10 · inbound

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs cites this paper.

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:06.578961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ab42a3-7511-49fa-a3e3-b91cbf11ff45 · inbound

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs cites this paper.

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:39.865806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c963fc-bb29-4514-882f-fec667e71021 · inbound

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations cites this paper.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 402

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:53.369783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d57d515-310f-4309-af1a-32a3bfaa0d16 · inbound

CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection cites this paper.

CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:09.400421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448560d3-f2d6-4a2e-a81d-a324e5ec4724 · inbound

Hallucination Detection with Small Language Models cites this paper.

Hallucination Detection with Small Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:43.229239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c63ea5-e4e9-4938-9b9f-fd09ce9a4620 · 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 LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:58.120475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8efbff99-0652-481c-ad71-cdbb97f471da · inbound

Toward Better Generalisation in Uncertainty Estimators: Leveraging Data-Agnostic Features cites this paper.

Toward Better Generalisation in Uncertainty Estimators: Leveraging Data-Agnostic Features LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:04.089817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbd912e-3e3e-4df8-97cd-056293bca243 · inbound

Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models cites this paper.

Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:35.323471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabb3c46-a82a-4a36-9996-9b49f7605afe · inbound

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:34.503372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac78f9a-b1df-4b81-a5b2-86730349c3a6 · inbound

ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs cites this paper.

ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:16:04.751976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429c99c9-f261-4db6-9bc9-f61bd9ce9bdf · inbound

A comprehensive taxonomy of hallucinations in Large Language Models cites this paper.

A comprehensive taxonomy of hallucinations in Large Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T05:29:16.669125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1f2df8-213c-4bff-8748-5711af13c4fe · inbound

Trustworthy Agents for Electronic Health Records through Confidence Estimation cites this paper.

Trustworthy Agents for Electronic Health Records through Confidence Estimation LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T16:00:44.580175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11e05ba-1d7a-430a-b0c7-dd9dc3503081 · inbound

Decoding Memories: An Efficient Pipeline for Self-Consistency Hallucination Detection cites this paper.

Decoding Memories: An Efficient Pipeline for Self-Consistency Hallucination Detection LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:19.510256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1a655e-7fc7-42c6-933c-6a7fab1c6f76 · inbound

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

Neural Message-Passing on Attention Graphs for Hallucination Detection LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T13:52:10.896784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16027e8-cd25-4ca0-a77a-6826708772ac · inbound

CARES: Context-Aware Resolution Selector for VLMs cites this paper.

CARES: Context-Aware Resolution Selector for VLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:44:41.940097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39be5c72-f95e-40b1-abd9-c7337be3e6cc · 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 LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T12:42:36.406342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ee207c-6463-48e5-aee5-2028fac25121 · inbound

Learning More from Less: Unlocking Internal Representations for Benchmark Compression cites this paper.

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T06:01:58.421694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb85d67-7cba-4d7d-bc8f-d8340195a848 · inbound

The Differential Effects of Agreeableness and Extraversion on Older Adults' Perceptions of Conversational AI Explanations in Assistive Settings cites this paper.

The Differential Effects of Agreeableness and Extraversion on Older Adults' Perceptions of Conversational AI Explanations in Assistive Settings LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:06:09.847442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45d74494-357b-4f55-8125-2d1254727d65 · inbound

Scene Generation at Absolute Scale: Utilizing Semantic and Geometric Guidance From Text for Accurate and Interpretable 3D Indoor Scene Generation cites this paper.

Scene Generation at Absolute Scale: Utilizing Semantic and Geometric Guidance From Text for Accurate and Interpretable 3D Indoor Scene Generation LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T21:37:04.895721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a543d1-b707-47e0-bfc9-0e90eb47d197 · inbound

Wired for Overconfidence: A Mechanistic Perspective on Inflated Verbalized Confidence in LLMs cites this paper.

Wired for Overconfidence: A Mechanistic Perspective on Inflated Verbalized Confidence in LLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T16:59:55.251035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a7eed2-f727-4163-aa33-cb055e6c2196 · inbound

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control cites this paper.

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T02:32:49.435756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0b9c4a5-46af-43b6-85b2-1bfd588932d8 · inbound

How LLMs Detect and Correct Their Own Errors: The Role of Internal Confidence Signals cites this paper.

How LLMs Detect and Correct Their Own Errors: The Role of Internal Confidence Signals LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:16:06.900670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation accf3e31-2a3b-4b1b-8d8a-9e58cdb34d9b · inbound

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations cites this paper.

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:17:56.731950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f611a5e0-e952-43f5-a7c9-f88e846ea55e · inbound

Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts cites this paper.

Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T21:55:05.796532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c0ee658-0330-4bdf-83ce-cf11317c3415 · inbound

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing cites this paper.

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:34:38.658861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15731c2a-f580-43e6-89bc-9a65a97b32df · inbound

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners cites this paper.

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:46:26.463116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9381820-5612-4d35-a4c4-4f03fbd57c2f · inbound

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier cites this paper.

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 102

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:57:48.277616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b8c3e91-3d83-44c1-85f9-190c64c9e199 · inbound

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling cites this paper.

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:22.729188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a012f7c6-f1b9-4fce-ac9e-90f4e9ff753c · inbound

SpanUQ: Span-Level Uncertainty Quantification for Large Language Model Generation cites this paper.

SpanUQ: Span-Level Uncertainty Quantification for Large Language Model Generation LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T03:07:50.697255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eac8ca2b-4683-4b30-be9b-aeb5747dc4ef · inbound

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States cites this paper.

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T05:45:08.896651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f074078a-face-4637-af4b-d5ad46aeb9b4 · inbound

The Computational Basis of Confidence in Large Language Models cites this paper.

The Computational Basis of Confidence in Large Language Models LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T06:37:41.725466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85c080c-0730-414e-bba8-9c31052bf540 · inbound

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs cites this paper.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T05:29:59.317236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.