Paper Citation Record · LEDGER

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

As of 11 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 3 inbound Pith citation observations for arXiv:2604.17274.

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

pith.paper-citation-record.v1
2604.17274 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:31:53.563165Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:22:10.119925Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-19T17:12:41.143665Z

Reference resolution

9 of 9 outbound references displayed

verified exact0
verified fuzzy6
unresolved1
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5b31f09-de09-47e1-a7ba-25e17a1b76b2 · outbound

This paper cites Letk ⋆ i = arg maxk pik andr token i = maxk pik.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models Letk ⋆ i = arg maxk pik andr token i = maxk pik

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:15:22.133123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 87276e09-5dae-4beb-b459-52f84badc1cf · outbound

This paper cites A"..."D" or.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models A"..."D" or

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-05-21T16:20:21.180800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 89cb3c31-62b8-4507-82ef-2c2e3add0775 · outbound

This paper cites confidence.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models confidence

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:20:21.178167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 608e5862-69e9-4069-b5ee-204ab11ba04a · outbound

This paper cites chosen_answer.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models chosen_answer

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:20:21.170780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2dddd89-fe5f-401a-af93-735b362d72c2 · outbound

This paper cites an unresolved cited work.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:15:22.130065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 561b4973-3bf5-4fe1-b58b-fdf0f032e57f · outbound

This paper cites Here is your answer.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models Here is your answer

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:20:21.183914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2fa749af-c0f2-4b62-88f1-27a9432cee10 · outbound

This paper cites Only the exact structure shown above.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models Only the exact structure shown above

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:20:21.175741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a18d326a-02ac-4feb-8f95-5f7cad26a6e4 · outbound

This paper cites confidence.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models confidence

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:20:21.173067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c0395c1d-1397-43a1-90b9-ace23edd04a1 · outbound

This paper cites confidence.

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models confidence

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-05-21T16:15:22.127621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation fcac046d-0830-4f19-886b-860c78d664d5 · inbound

Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking cites this paper.

Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:47.082801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c91bee3-04c7-44d4-910e-2455f323f796 · inbound

Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking cites this paper.

Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-19T17:12:41.145011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d28643be-55c5-42cd-aa37-638053071a56 · inbound

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding cites this paper.

Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T04:22:10.119925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.