Paper Citation Record · LEDGER

Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2309.15098.

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

pith.paper-citation-record.v1
2309.15098 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:49:14.830655Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T19:43:55.285290Z

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 693302c5-765f-47f7-b97a-2e9464a6dc55 · inbound

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence cites this paper.

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T23:49:14.830655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4308618f-ff9b-4df0-863d-973019b18892 · inbound

How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception cites this paper.

How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:10.636867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca8e42f-9646-4f40-b65c-8ee8cde55c58 · inbound

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models cites this paper.

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:33.321878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59842f00-0487-43b2-9205-a8bc4677d5e6 · inbound

A Single Direction of Truth: An Observer Model's Linear Residual Probe Exposes and Steers Contextual Hallucinations cites this paper.

A Single Direction of Truth: An Observer Model's Linear Residual Probe Exposes and Steers Contextual Hallucinations Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:15.050200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34bc7b12-c00c-4da3-9b83-30b507bcbfc7 · inbound

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

Neural Message-Passing on Attention Graphs for Hallucination Detection Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T13:52:12.931113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18ea6ae-ccc0-4c22-a9ed-9e0e8b0fdffa · inbound

Rethinking Cross-lingual Gaps from a Statistical Viewpoint cites this paper.

Rethinking Cross-lingual Gaps from a Statistical Viewpoint Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T09:26:53.070638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452c4a0c-a700-4d63-b89e-a753de0e025c · inbound

SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-Augmented Generation cites this paper.

SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-Augmented Generation Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:43:55.286986Z

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 b8a1df01-d11a-4c9a-8fd5-ff980bbfeda3 · inbound

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment cites this paper.

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T18:49:32.159191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.