Paper Citation Record · LEDGER

Large Language Models Must Be Taught to Know What They Don't Know

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2406.08391.

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

pith.paper-citation-record.v1
2406.08391 v3

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 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:20.844620Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:37:56.337688Z

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 df1bf2cc-8af8-48ea-a42e-e416268cab76 · inbound

A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks cites this paper.

A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks Large Language Models Must Be Taught to Know What They Don't Know

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:27:17.831574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5385b7a-0475-403e-ae20-a52316227076 · inbound

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning cites this paper.

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Large Language Models Must Be Taught to Know What They Don't Know

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:01:38.305531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c6564ec-91bc-4d9d-af99-57ef7d96520b · inbound

Pretrained LLMs Learn Multiple Types of Uncertainty cites this paper.

Pretrained LLMs Learn Multiple Types of Uncertainty Large Language Models Must Be Taught to Know What They Don't Know

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:20.844620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59439465-68dc-4368-b170-1cfd2ac423ce · inbound

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents cites this paper.

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents Large Language Models Must Be Taught to Know What They Don't Know

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:08:18.941111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d6a046-4c52-4cdd-9759-3c62ae25e2aa · inbound

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics cites this paper.

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics Large Language Models Must Be Taught to Know What They Don't Know

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:07:28.701166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58816b68-b7e5-419b-8284-91c49a142666 · inbound

Extending Epistemic Uncertainty Beyond Parameters Would Assist in Designing Reliable LLMs cites this paper.

Extending Epistemic Uncertainty Beyond Parameters Would Assist in Designing Reliable LLMs Large Language Models Must Be Taught to Know What They Don't Know

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:41:36.324879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a486dd-c208-49f4-b7c9-3e54920403aa · inbound

AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions cites this paper.

AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions Large Language Models Must Be Taught to Know What They Don't Know

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.091030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b8daf31-def1-479f-b0aa-f7965252f2b3 · inbound

Visual hallucination detection in large vision-language models via evidential conflict cites this paper.

Visual hallucination detection in large vision-language models via evidential conflict Large Language Models Must Be Taught to Know What They Don't Know

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:54.716209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37cc1598-c81c-436c-b872-46a28a44d29e · inbound

WebSailor: Navigating Super-human Reasoning for Web Agent cites this paper.

WebSailor: Navigating Super-human Reasoning for Web Agent Large Language Models Must Be Taught to Know What They Don't Know

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:37:09.665055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54eaf86f-2ae5-4c7b-9022-c9f67fda353d · inbound

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning cites this paper.

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning Large Language Models Must Be Taught to Know What They Don't Know

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:25:58.710807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 022d3e85-8dfe-47ce-a27e-7434673c86a8 · inbound

Strategic Decision Support for AI Agents cites this paper.

Strategic Decision Support for AI Agents Large Language Models Must Be Taught to Know What They Don't Know

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:37:56.339047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.