Paper Citation Record · LEDGER

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

As of 16 August 2026, this Paper Citation Record lists 32 of 32 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 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:43:30.999218Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

32 of 32 outbound references displayed

verified exact1
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75993ba9-6a24-4e6e-8aba-bea6040d78fe · 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 2026-08-14T04:43:30.254423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104a7156-719f-42b8-be6e-aa9574128e97 · 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 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.307913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2e5817-762a-4837-b448-b0c7930fc9ea · 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 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.315980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9866355f-321a-4559-8ddf-09145c02430d · 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 2026-08-14T04:43:30.322000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f3a3e0-36d8-4545-8ad4-c16d6aacc088 · outbound

This paper cites Dorner, Vivian Y.

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

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.389905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d094c17d-89a2-4634-b207-ae1406097ecb · 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 2026-08-14T04:43:30.460511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 063e5447-722e-4708-9cda-cf50f524769b · 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; no resolver link, observed 2026-08-14T04:43:30.528434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a1bf42-7e54-4609-b091-c8496f97deb4 · 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 8

Resolution: malformed identifier; doi_truncated, observed 2026-08-14T04:43:31.078011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ef6da75f-d001-48bc-a0a4-8a873893caba · 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 2026-08-14T04:43:30.538966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c796c9-a223-449b-9bd4-3444495486b6 · 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 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.543801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224da897-80fb-446f-8b64-52daa49004db · 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 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.549126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84bc7539-1090-4f8a-bc18-5c8b42df5489 · 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 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.594531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4da785-bf61-4882-8459-714f82c3ca34 · outbound

This paper cites Jerzak, Gary King, and Anton Strezhnev.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Jerzak, Gary King, and Anton Strezhnev

Reference 13

Resolution: verified exact; doi, observed 2026-08-14T04:43:31.053437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f87e69c8-cf1e-462c-8491-89c87b8c25c1 · 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 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.739123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e436432f-c6f1-4bbc-83d9-d9de0d059e02 · 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 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.744994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc0c624-132a-4c8e-9010-d6bdccffe01a · 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 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.748551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a062ae6-0dd7-473a-afe5-4824af8ba104 · 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 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.776055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d6098f-f09b-44d2-9f0e-271cba9e597e · 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 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.827988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88bbc30c-3572-4feb-a032-f797a5e0861d · 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 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.833836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87810d2c-5eba-4e26-9312-9d09d3eb02ba · 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 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.840720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d0ccab-7973-4139-b488-6d8b3d01801c · 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; no resolver link, observed 2026-08-14T04:43:30.844430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ab3099-7988-40c1-800a-9fcb4f0c8c95 · 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 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.932353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62806a14-8386-4f92-a413-c41cbef810fb · outbound

This paper cites Rogan and Beth Gladen.

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

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.937628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e9fe5e-f18b-43a1-a5b7-835caec55fc9 · 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 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.942992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdae615e-81d7-4981-8bca-bd170b662f05 · 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 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.948807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47798d5b-d0f1-4dbf-851f-6ca224e3ce72 · 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 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:43:31.608086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95399422-c3f8-4bda-8462-f77bac475510 · 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 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.982204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a1c8a8a-bb0d-4b36-9298-1e71926c16f9 · 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 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.987206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69140cc-2ea0-4f84-99d4-637e375c8a84 · 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; no resolver link, observed 2026-08-14T04:43:30.991467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1858440-6a0d-4189-86f2-6aad3e1e03e6 · 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 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.995692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5073cbf8-c956-43e5-8fbb-3d027f540a57 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:30.999218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92d865b-8674-409a-91ca-c9c10c1796b8 · 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 2026-08-14T04:43:30.881601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.