Paper Citation Record · LEDGER

Overthinking the Truth: Understanding how Language Models Process False Demonstrations

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2307.09476.

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

pith.paper-citation-record.v1
2307.09476 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:10:15.102118Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

6
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6a7cd2e7-06e5-4fef-80a5-ece5b6eedc6e · inbound

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge cites this paper.

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T13:10:15.102118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d464585-fa4a-42ea-ac16-eae0c2fedb5a · inbound

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models cites this paper.

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T05:37:07.873213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804b319e-bd78-4b5f-88fd-aaf4aa3c29bd · inbound

Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks cites this paper.

Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:52.759788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9563435f-cad2-4699-98e6-e2c69ec47943 · inbound

Energy-Guided Decoding for Object Hallucination Mitigation cites this paper.

Energy-Guided Decoding for Object Hallucination Mitigation Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T18:39:27.180457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb2f567-a266-4848-9d8f-1fee02c9a02e · inbound

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models cites this paper.

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:52:01.205705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89c8df0b-cf17-476d-b244-ef7f605d57e9 · inbound

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis cites this paper.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:31:25.529971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ec0ad0fc-062b-4462-97cf-d202d2e1e3b7 · inbound

Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting cites this paper.

Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:25.345406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96dfb280-c5f2-4c4a-9f11-91cdeff79d60 · inbound

Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task cites this paper.

Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:16:07.478892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2a69707-20ad-4594-aed7-a1904cd00be4 · inbound

In-Context Fixation: When Demonstrated Labels Override Semantics in Few-Shot Classification cites this paper.

In-Context Fixation: When Demonstrated Labels Override Semantics in Few-Shot Classification Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:46:14.051980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a60f87d0-d69e-4755-ab99-64708aa5c460 · inbound

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators cites this paper.

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-06-27T21:41:18.529399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4895ff87-a8db-484f-97dc-314c71db968b · 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 Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 119

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:57:48.074166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0fe45a92-0d33-4f7d-9fd3-2405fc0d1f51 · inbound

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption cites this paper.

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T23:47:27.230063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5133df2e-9b0b-449d-b657-44db62d36652 · inbound

Wrong Before Right: Late Rescue and Interface Failure in Aligned Language Models cites this paper.

Wrong Before Right: Late Rescue and Interface Failure in Aligned Language Models Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T15:58:40.406682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f38ce1-663c-46e3-ac52-543e31dfeb94 · inbound

Verbalizable Representations Form a Global Workspace in Language Models cites this paper.

Verbalizable Representations Form a Global Workspace in Language Models Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T23:15:23.697841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.