Paper Citation Record · LEDGER

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models

As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.26845.

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

pith.paper-citation-record.v1
2607.26845 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T19:24:34.567148Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07ca40f3-745a-4f03-b047-74f06ad8db3a · outbound

This paper cites Turning large language models into cognitive models.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Turning large language models into cognitive models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.544915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5440aae2-db78-4d44-86ed-c04233837214 · outbound

This paper cites How do LLMs Compute Verbal Confidence.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models How do LLMs Compute Verbal Confidence

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.900945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02107b96-0b76-46ed-a2de-70f92ca96cb7 · outbound

This paper cites ArXiv:2603.25052 [cs].

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models ArXiv:2603.25052 [cs]

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.936086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac44509-3fcb-4ac2-9f53-961b9a4670cf · outbound

This paper cites NVIDIA Nemotron 3: Efficient and Open Intelligence.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models NVIDIA Nemotron 3: Efficient and Open Intelligence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.989634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a14148f-052c-4cc6-a324-c724d0448696 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models gpt-oss-120b & gpt-oss-20b Model Card

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.088740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1973e79-35c1-4aba-9c3c-87d9fbe0d32b · outbound

This paper cites Original-date: 2025-09-11T05:32:39Z.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Original-date: 2025-09-11T05:32:39Z

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.152296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a5b0a7e-bfea-47ff-8ca4-69328f62f492 · outbound

This paper cites Xiong, H.-D.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Xiong, H.-D

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.289757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbae499-94fa-4b49-a548-c657576fade6 · outbound

This paper cites Hypothesis generation and updating in large language models.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Hypothesis generation and updating in large language models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.330570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5066684-ec96-4a59-82ec-be87b535b786 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.389729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420a1d70-5987-4017-b297-84d195bf69d6 · outbound

This paper cites ArXiv:2505.14489 [cs.AI].

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models ArXiv:2505.14489 [cs.AI]

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.456634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92bc50e5-08f9-4a53-9dfe-24a6a2011af6 · outbound

This paper cites an unresolved cited work.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.520174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7265bf4a-6e5f-46a3-8b3a-902841c0870d · outbound

This paper cites Each game starts withNwarm-up rounds.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Each game starts withNwarm-up rounds

Reference 100

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.567148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea8ab93-4b7d-4455-b98d-18e16fead6c7 · outbound

This paper cites Selecting Computations: Theory and Applications.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Selecting Computations: Theory and Applications

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.778987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd1e514-3391-4cb1-80cb-3db98e13ef9b · outbound

This paper cites InAdvances in Neural Information Processing Systems, volume 33, 1877–1901.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models InAdvances in Neural Information Processing Systems, volume 33, 1877–1901

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.599433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1177b6-497c-4cf6-bf82-25523aed084c · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:34.222924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5885d689-832b-41e7-8b41-883b37180028 · outbound

This paper cites InProceedings of the 41st International Conference on Machine Learning, 9076–9108.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models InProceedings of the 41st International Conference on Machine Learning, 9076–9108

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.672908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a35756-be4a-4772-b7b5-24b9f37a01e5 · outbound

This paper cites Language Models (Mostly) Know What They Know.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models Language Models (Mostly) Know What They Know

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.840188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ebf4f6-93cc-4713-87e3-5d6e698bd669 · outbound

This paper cites ArXiv:2602.08693 [cs.LG] version:.

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models ArXiv:2602.08693 [cs.LG] version:

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-07-30T19:24:33.722530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.