Pith. sign in

Paper Citation Record · LEDGER

Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2401.06730.

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

pith.paper-citation-record.v1
2401.06730 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:43:28.566905Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

8
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 103f2556-7a5b-4d8f-83fe-fcae8c459b60 · inbound

A Roadmap to Pluralistic Alignment cites this paper.

A Roadmap to Pluralistic Alignment Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 291

Resolution
verified exact
arxiv_id, observed 2026-05-16T14:37:53.510082Z

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.

source=arxiv_source observed=2026-05-16T14:37:53.279275Z digest=sha256:38c4ae44f5bb456571f06bb650e60511b249e943fcf30ad84bfab977dcca363b

Observation 0734918a-6918-4828-85c0-5d546af8b53f · inbound

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies cites this paper.

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 135

Resolution
unresolved
no resolver link, observed 2026-08-08T04:43:28.566905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:43:28.566905Z digest=sha256:121e1bd78a29eb7f7abe5fd8bc6e43adb2809d9084007febc85a3a913823dd8d

Observation c200ea4e-bcfc-4348-94b2-fc545fb70104 · inbound

Humans overrely on overconfident language models, across languages cites this paper.

Humans overrely on overconfident language models, across languages Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T19:14:35.799883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:14:35.799883Z digest=sha256:4509460c8554006125015f8b860dd734b34c2feac710987a4edc3481934ae81d

Observation 12df3ec9-f6c7-440e-a82c-e3ba4c2d28a6 · inbound

Measuring and mitigating overreliance to build human-compatible AI cites this paper.

Measuring and mitigating overreliance to build human-compatible AI Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 136

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:40:43.416157Z

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.

source=pdf_text observed=2026-05-21T22:37:37.267715Z digest=sha256:485c9d4d13f0c9d3303de6216a705f2be586580029fc9c1ea2bc23dd512dc761

Observation e8ead15a-d86e-4033-a881-23c70738845c · inbound

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals cites this paper.

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T20:11:41.717627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:11:41.717627Z digest=sha256:e4fb97f39a18141bededa5069466134881971bde20fa2dec6cfb759006e24064

Observation 98919822-70ad-45d3-9b15-9ca6a9c8cb35 · inbound

Calibrating Model-Based Evaluation Metrics for Summarization cites this paper.

Calibrating Model-Based Evaluation Metrics for Summarization Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 105

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:41:36.992113Z

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.

source=arxiv_source observed=2026-05-10T06:36:55.334742Z digest=sha256:27ff01e541aba9129ff79203f7746b50b1c75e16dab1faf4783c7a9785f48f0d

Observation c7c10792-705e-4a71-a190-546778745f2b · inbound

Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation cites this paper.

Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:46:10.403983Z

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.

source=pdf_text observed=2026-05-09T15:04:40.429929Z digest=sha256:220c49f5f9d9c0aed0f88eb279b59f990bd2f6b11ae26e6b1f63e21d6d135ec0

Observation 1cdfe44d-e588-4c4b-a9e2-6040c82f9a11 · inbound

Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources cites this paper.

Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-25T03:10:16.785876Z

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.

source=arxiv_source observed=2026-05-25T03:09:59.710039Z digest=sha256:4d2af8f4c3825a96a32e25cd2443e52b00e2a5cc654039ebadd60be22f7f1151

Observation c1a2d4fe-60ee-4e0e-812a-359090921ff3 · inbound

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning cites this paper.

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T11:56:55.215721Z

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.

source=pdf_text observed=2026-06-28T02:47:16.737433Z digest=sha256:e85104ef55f11ec34b6bf0a1082e9b7d9724717e6ff187df5f447a889bca6dc5

Observation 16a04bbe-4a04-4d55-a01f-b5414c34b82e · inbound

Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty cites this paper.

Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T18:08:46.649246Z

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.

source=pdf_text observed=2026-06-27T03:18:22.813002Z digest=sha256:006ed8011484a503303d8cde5fd59ac7d778c398758cb902b8a2922d4855e1fa

Observation 22b4604f-e366-4d73-880b-e4c7d7eb2cae · inbound

The Score Granularity Gap in Black-Box LLM Classification: A Comparative Study of Confidence Constructions cites this paper.

The Score Granularity Gap in Black-Box LLM Classification: A Comparative Study of Confidence Constructions Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-06-26T11:49:25.549922Z

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.

source=pdf_text observed=2026-06-26T11:43:56.683750Z digest=sha256:9e6d16275b02908d6dc5cb840bf33c61378491df8b04358af13930ac6addec4e