Paper Citation Record · LEDGER

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2606.10298.

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

pith.paper-citation-record.v1
2606.10298 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:38:31.421486Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:48:26.279397Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact5
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4728feac-cc60-4809-b6dc-ab423374ef1e · outbound

This paper cites The Llama 3 Herd of Models.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs The Llama 3 Herd of Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T04:47:38.336637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d1ff9d17-9a46-4f21-b6de-a1533018cd33 · outbound

This paper cites Mistral 7B.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Mistral 7B

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:47:38.338885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54caa30e-65ff-48d8-ab3a-60a37fd7cf40 · outbound

This paper cites Cocoa: Confidence-and context-aware adap- tive decoding for resolving knowledge conflicts in large language models.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Cocoa: Confidence-and context-aware adap- tive decoding for resolving knowledge conflicts in large language models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539a8a6a-c7f0-4760-8ff0-b030e780cfa6 · outbound

This paper cites Taming Knowledge Conflicts in Language Models.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Taming Knowledge Conflicts in Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:38.331650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dc871c83-2c73-4af7-9348-330509f636c6 · outbound

This paper cites Contrastive decoding: Open-ended text generation as optimization.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Contrastive decoding: Open-ended text generation as optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d89b93a-b6d1-4900-a27c-3c96111fac85 · outbound

This paper cites Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:38.341911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6059d41c-8502-48fb-941d-40c4ea40a285 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs WebGPT: Browser-assisted question-answering with human feedback

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-03T04:47:38.334072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8ff2bf98-091f-46ae-ae21-0dec82d47ca2 · outbound

This paper cites an unresolved cited work.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7f479f0-1f96-4a7b-ab57-c8f83f0cab66 · outbound

This paper cites Adam Roberts, Colin Raffel, and Noam Shazeer.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Adam Roberts, Colin Raffel, and Noam Shazeer

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ee4f2b-5a41-4b31-8a3f-2f539327cb19 · outbound

This paper cites Trusting your evidence: Hallucinate less with context-aware decoding.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Trusting your evidence: Hallucinate less with context-aware decoding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af430f3-c6ca-40d9-8e74-8acaf021f1be · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-03T04:47:38.328652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f48c5f13-0d24-43ba-ab7d-bcfbee222cfd · outbound

This paper cites Adacad: Adaptively decoding to balance conflicts between contextual and parametric knowledge.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Adacad: Adaptively decoding to balance conflicts between contextual and parametric knowledge

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc952a8-aed9-45d3-b91b-7cb5c64e329b · outbound

This paper cites Knowl- edge conflicts for llms: A survey.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Knowl- edge conflicts for llms: A survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4785d50d-13e0-44cd-be3b-f88bf0d833c4 · outbound

This paper cites Hotpotqa: A dataset for diverse, explainable multi-hop question answering.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Hotpotqa: A dataset for diverse, explainable multi-hop question answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf139a40-6454-4001-bb53-da680062ddf2 · outbound

This paper cites Discerning and resolving knowledge conflicts through adaptive decoding with contextual information-entropy con- straint.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Discerning and resolving knowledge conflicts through adaptive decoding with contextual information-entropy con- straint

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097d72f2-9cd8-442e-86f8-50a17f439bb3 · outbound

This paper cites Steering knowledge selection behaviours in llms via sae- based representation engineering.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Steering knowledge selection behaviours in llms via sae- based representation engineering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c3338a-e92c-4931-a1e2-406881ceb952 · outbound

This paper cites Context-faithful prompting for large language models.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Context-faithful prompting for large language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08f6266-f54e-42f7-b6ca-0fe2c5cc3369 · outbound

This paper cites The caseα=0 degenerates to standard decoding fromp ctx,t.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs The caseα=0 degenerates to standard decoding fromp ctx,t

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4b4715-662e-4513-ad91-5f5ae7f0c1fc · outbound

This paper cites an unresolved cited work.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T13:38:31.421486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a35fd0-a30c-425a-bc3b-9aa429144c67 · outbound

This paper cites Cecilia Payne-Gaposchkin de- termined that stars are composed primarily of hydrogen and helium.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs Cecilia Payne-Gaposchkin de- termined that stars are composed primarily of hydrogen and helium

Reference 20

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T04:47:38.326294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32e0fc83-5701-447e-ad36-5629a2b5296a · outbound

This paper cites ARR consistently dominates the resistance subsetS res where all baselines collapse, while staying competitive onS cor andS agr.

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs ARR consistently dominates the resistance subsetS res where all baselines collapse, while staying competitive onS cor andS agr

Reference 21

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T04:47:38.332379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 2e164274-7ba8-4922-b313-2fcb51727a87 · inbound

Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent Pipelines cites this paper.

Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent Pipelines From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T04:48:26.279397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.