Paper Citation Record · LEDGER

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement

As of 22 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.10725.

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

pith.paper-citation-record.v1
2608.10725 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:40:20.746405Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact2
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5607b056-bd1a-4cb3-ae05-1c91992fd2ac · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:40:21.467820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a3b3f29-0168-4e4c-91ee-e1c52626e071 · outbound

This paper cites Contrastive Chain-of-Thought Prompting.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Contrastive Chain-of-Thought Prompting

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.673671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79dcc3e5-fbfd-4c24-aabc-7f684f6ef0aa · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:40:21.451646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9960ae2-8157-45cb-a10d-ed5fe1e02f80 · outbound

This paper cites CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-12T18:40:21.385558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3b6c215-60fa-46b4-b07b-19029baab96b · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.687829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13eeec82-da9e-4fa2-9340-cdcfff62a045 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.692112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ff8ff3-1a66-4657-b55f-6b13d931aec4 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.696340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fec9360-6e3e-48e7-acbe-9d56e3c07d68 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.702855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1671b3b9-cbbe-4c14-90d8-43c69047f41e · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.706959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89bd28f-2474-4810-b07b-3c5ab502aa22 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T18:40:21.190120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 614315e9-e9a2-4705-8c36-2007f3a5113e · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-12T18:40:21.113232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d713bdf1-9a37-4689-be1c-41081f8a20ea · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T18:40:21.032217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a71ede7e-2108-40eb-b3e1-4aa7ceec1579 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:40:21.429846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8bb22ba3-bb2d-4496-96f8-11c086368b19 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:40:21.415200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5504d086-b1bc-4a5d-b536-c14bf0b29c84 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.732964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67f7e6f-511a-417d-99cc-e5a0168b753a · outbound

This paper cites MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.737235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03b37a0-41c0-47e4-a2d3-173f7b3ee2e7 · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.742078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3ef484-4fbf-4f5d-a568-9f585438ad2f · outbound

This paper cites an unresolved cited work.

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T18:40:20.746405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.