Paper Citation Record · LEDGER

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness

As of 12 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.10008.

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

pith.paper-citation-record.v1
2608.10008 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:51:57.507147Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy1
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b53f5f5-7f5e-4ddc-b12b-f16759ef30aa · outbound

This paper cites Mitigating LLM Hallucinations via Conformal Abstention.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Mitigating LLM Hallucinations via Conformal Abstention

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.397276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c88d85b-6ecd-4776-b785-4f19df0f5afc · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.402237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 905a24f5-96b3-4b51-a729-e4a2937b414c · outbound

This paper cites A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.405511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c86baa07-29b1-4dfa-95a5-ecd845a8dca5 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.409385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 300d5ae8-52b8-43a3-9ea9-867546b7a9a5 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.148331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cd0b6510-07d5-4d4d-8e1d-acec3f2d64a8 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.417173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc522623-0cee-4737-a175-6fe156ae9913 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.136670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e39b72d-9184-4ac4-bba0-641b2008a12c · outbound

This paper cites Maxwell Harper and Joseph A.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Maxwell Harper and Joseph A

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.424242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd78ad0-a28c-4fd0-bfee-9bef5b04af63 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.428256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ba10af-d750-4ef1-9a06-ffb345c70be1 · outbound

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

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Language Models (Mostly) Know What They Know

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.436532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccd6457-5956-468c-9472-cef7e6d5f6d4 · outbound

This paper cites Why Language Models Hallucinate.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Why Language Models Hallucinate

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.440906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d67b58-37fe-4f40-bf45-68c985c6022b · outbound

This paper cites Calibrated Language Models Must Hallucinate.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Calibrated Language Models Must Hallucinate

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.445223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed8b91aa-ed8b-4e62-a4ef-54c705eb7ca0 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.119303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c752329-656c-4d64-acb0-98ef7ac816b8 · outbound

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

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.453456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37406308-da36-4909-a828-020191bd790f · outbound

This paper cites Uncertainty Quantification and Decomposition for LLM-based Recommendation.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Uncertainty Quantification and Decomposition for LLM-based Recommendation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:51:57.782668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation de396e2a-ff89-456a-92fe-126648d29095 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.461942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d84c4b4-12dd-474b-84af-7c88aa3f2456 · outbound

This paper cites Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.469985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66a6a0c-9df8-4ffd-92a9-e5fa1243c29a · outbound

This paper cites Tran, Jonah Samost, Maciej Kula, Ed H.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Tran, Jonah Samost, Maciej Kula, Ed H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:51:58.100502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 665ce413-7660-4ccc-b714-f653a1f0e301 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:51:57.691459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 351b8ba4-22f4-4d09-abbd-ed6e66a7ffd4 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.089274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 67c89526-31d5-44e5-a08d-acc19f7b4409 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.077497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 95afcb93-326a-4c4b-a30f-22122603724c · outbound

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

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.487610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ac846b-b01a-4d86-9b91-8a424ce48f6b · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.067570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c0803202-525f-4e9b-8b7f-174befdc9627 · outbound

This paper cites R-Tuning: Instructing Large Language Models to Say `I Don't Know'.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness R-Tuning: Instructing Large Language Models to Say `I Don't Know'

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.493669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a523cd7-9eec-4c93-8c5c-e221fef692e9 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.047541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e224e49-c644-4117-9281-401273c176a0 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.057614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bf5a4f44-b1da-4651-b236-f8004701d322 · outbound

This paper cites an unresolved cited work.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:51:58.036349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 94ef86e5-75bf-41dc-ab4e-3034d5629375 · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.432233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1566a6de-771e-4d26-abae-983338aa34b5 · outbound

This paper cites InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25).

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T00:51:57.465875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.