Paper Citation Record · LEDGER

Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2210.13701.

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

pith.paper-citation-record.v1
2210.13701 v1

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 2026-08-16T06:30:59.297886+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:10:19.789123Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:26:21.661814Z

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 f88b1322-80c2-4a13-8113-d20045718df4 · inbound

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap cites this paper.

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:08:20.862147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ed38a47-6e6f-4bbc-affb-d6e90fc89792 · inbound

What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA cites this paper.

What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T13:57:27.751175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14bf516-f71a-40a9-9def-60bd338d3d3f · inbound

Context-DPO: Aligning Language Models for Context-Faithfulness cites this paper.

Context-DPO: Aligning Language Models for Context-Faithfulness Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:08:33.444610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a66ad43-9356-4e4d-b21b-00c1c4272486 · inbound

Retrieval-Augmented Generation with Graphs (GraphRAG) cites this paper.

Retrieval-Augmented Generation with Graphs (GraphRAG) Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:33:39.281262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0933c6be-dfbd-438c-894b-62132b42e4d1 · inbound

The Hitchhikers Guide to Production-ready Trustworthy Foundation Model powered Software (FMware) cites this paper.

The Hitchhikers Guide to Production-ready Trustworthy Foundation Model powered Software (FMware) Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:10:19.789123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 495db2de-6995-4a37-9757-d51515522752 · inbound

Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG cites this paper.

Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:40:59.490915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e3ed7ada-ac17-4557-a557-b66534030368 · inbound

Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG cites this paper.

Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:59:55.515298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbae00c8-17a1-4fe3-861f-1610fcfbeff8 · inbound

Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time cites this paper.

Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:21.664639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.