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Paper Citation Record · LEDGER

Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2506.18183.

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

pith.paper-citation-record.v1
2506.18183 v3

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 2026-08-03T06:30:56.289259+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T14:49:33.364596Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:18:33.036767Z

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 0f3f3df2-8d33-4d61-b7b8-cfd456907e6a · inbound

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards cites this paper.

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:26:28.406138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-18T14:24:48.666197Z digest=sha256:d39613e4b115abccfb2f67e36c775e69263e3a62d8c26ca89c768e214e4aeb97

Observation 1c31a105-572b-405a-8965-6e76d0184c65 · inbound

When to Act, Ask, or Learn: Uncertainty-Aware Policy Steering cites this paper.

When to Act, Ask, or Learn: Uncertainty-Aware Policy Steering Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:00:15.407744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-15T19:00:12.595469Z digest=sha256:c5b63a30abf182fe4702a2c9b761826d4c586d5c5799a3b5640b871305db7d1e

Observation 2a7e6c72-cb4d-4321-8423-576de713d3e0 · inbound

How do LLMs Compute Verbal Confidence cites this paper.

How do LLMs Compute Verbal Confidence Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:40:00.608508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T10:38:28.533485Z digest=sha256:576007009765df7d4cdb19776b23083758243246e3b2abfa9def8df3ce8a3b71

Observation db3b4fe7-8dec-4368-a0b7-1071fe9af8c6 · inbound

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation cites this paper.

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 180

Resolution
verified exact
arxiv_id, observed 2026-05-10T03:14:07.762821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-10T03:13:35.541936Z digest=sha256:1955f5f3b5260ec95f3fe5bafccf8d8220d785dd52421e376d1fb0be1f7cd288

Observation 208998c0-3132-4499-baf8-7e42c94bbcbf · inbound

Large Language Models Decide Early and Explain Later cites this paper.

Large Language Models Decide Early and Explain Later Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:21:09.342627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T12:06:33.200365Z digest=sha256:1c8ed4de3913ef87e785580889b8cdd9d707dda8fdd49961df0fe1c3bc3b848e

Observation 746b8823-88b4-436d-a039-f7f7f7f7601a · inbound

Operadic consistency: a label-free signal for compositional reasoning failures in LLMs cites this paper.

Operadic consistency: a label-free signal for compositional reasoning failures in LLMs Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-07-03T15:18:33.038441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-06-27T06:37:20.362458Z digest=sha256:136d8c853b7c4766bbf8837b1d52091fc1f1f5cf2181f82a646f8ca6c727e3ce

Observation 278165cf-38f6-40fb-b2fc-36130fad3558 · inbound

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs cites this paper.

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 144

Resolution
verified exact
arxiv_id, observed 2026-07-01T12:15:43.673943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-07-01T02:17:19.540484Z digest=sha256:f3d40ad706e010c81b6359057f9e177a9d16a805561a61628e96305db72c5538

Observation 4dbaaabd-e84e-45f2-8b5e-4f4ca5c364b8 · inbound

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling cites this paper.

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:58:32.553829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-07-03T14:49:33.364596Z digest=sha256:98c3884db89323553dd1e0f65403ff04f43f636ffedcaa6a97cce01f86a52e9e