Paper Citation Record · LEDGER

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2507.08203.

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

pith.paper-citation-record.v1
2507.08203 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:29:00.288181Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:10:59.259138Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa1c297e-d111-4f06-951c-454feb83d41b · outbound

This paper cites online" 'onlinestring :=.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:54.848606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c17ded29-343d-40b7-a469-bc319c685d73 · outbound

This paper cites write newline.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:54.963355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d646529-6e79-4104-bac2-babf71c176eb · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:55.063919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bdab2c3-9d7a-48f8-abe7-f25989982a64 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:55.165193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c477eb-c610-45bd-8e58-31b2375d0941 · outbound

This paper cites Reconsidering LLM Uncertainty Estimation Methods in the Wild.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Reconsidering LLM Uncertainty Estimation Methods in the Wild

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:29:00.807882Z

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 b62f9941-9902-47f0-8340-d97533d44351 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:55.392257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b135316f-4898-413e-9650-0af8fc8757f1 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:02.445277Z

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 9266abe0-ac44-453d-81f7-514c4698b287 · outbound

This paper cites https://github.com/BerriAI/litellm litellm.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs https://github.com/BerriAI/litellm litellm

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:29:02.118649Z

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 6b8fd9d8-9ad8-4883-bf1b-9f1f3928e5ef · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:55.782945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b72d0f-d0c3-472d-980c-7ec1f22c16bb · outbound

This paper cites FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:55.969041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4801a270-ac76-4ba1-9b71-3675ff0c832a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Training Verifiers to Solve Math Word Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.147388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66cb0a91-a436-4a8b-b80f-7a42faf3b4c9 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.329078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243eca5d-cd89-406d-bb3b-6383849e7a33 · outbound

This paper cites LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.472195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111e9b84-d883-44e9-a66f-733a1bde4070 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.605023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 831fa576-5ed4-4b3f-b988-d9d01d329780 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.754402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b38e8a1-58b6-476e-a262-ea123565566f · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.859650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04bb8d3f-d3d2-4d11-ba3f-3e6b3578e527 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:56.989001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ec79548-21d8-4cad-98bb-4cce43482a11 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:57.121609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad11261-161b-4bd8-905d-87a6d5c3815b · outbound

This paper cites https://github.com/guardrails-ai/guardrails Guardrails.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs https://github.com/guardrails-ai/guardrails Guardrails

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:29:01.800272Z

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 190f13ec-5984-4912-9c68-52f2430d58d8 · outbound

This paper cites Samworth.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Samworth

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:29:01.519614Z

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 51ef3d62-450d-477f-a3ad-d2d05262ed4b · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:57.600425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ff96c7-05aa-4cb6-a431-d9ad9a941656 · outbound

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

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Language Models (Mostly) Know What They Know

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:57.790932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80621e05-d157-4e00-b3e1-a7453edbc1ab · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:57.905427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3175cb-b3c8-48ae-ad8c-f4a171d6e410 · outbound

This paper cites Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.051771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d9c6fd-cf1f-41fd-849d-f08b49b37f8c · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.257604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0f0c96-24c3-42d6-99fe-8a17c35431f3 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.378646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0402fd1-4b42-4ebd-bd81-b48a64991cb0 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.496932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e959ad8d-d9b5-498b-ae2f-11114560eb93 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.653105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a70abd-1d3d-41a3-937c-a50421cf677a · outbound

This paper cites GPT-4 Technical Report.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs GPT-4 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.780621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85689e7f-825c-40ab-b4ad-a5353115563a · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:58.973226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6b8c4c-15cc-42ea-94ba-190f2a7d65d5 · outbound

This paper cites Lynx: An Open Source Hallucination Evaluation Model.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Lynx: An Open Source Hallucination Evaluation Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:59.148268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57a236d3-d0bf-42c4-9359-5f77ecf42153 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:01.237784Z

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 58d55ed1-cfb3-4115-a5b8-465a91b69938 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:59.392247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1dccb09-d573-4ca8-99a7-9aa6123e72e3 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:59.532025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3863da3-a94f-4bc4-95e7-4185381248c6 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:59.708322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde42ae9-c136-4076-a4e9-ef13cef4a414 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:59.880695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da2e0e8-5c19-403a-97ba-31483d8d382b · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:01.007456Z

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 2fb39777-1693-4589-b5b6-c4fc361dc398 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T18:29:00.123123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2e6614-66a9-437c-932e-8743b0aca598 · outbound

This paper cites an unresolved cited work.

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T18:29:00.288181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0ebfacf3-fa5d-42c2-b848-e00bd286569f · inbound

Uncertainty Quantification for Retrieval-Augmented Reasoning cites this paper.

Uncertainty Quantification for Retrieval-Augmented Reasoning TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T10:10:59.259138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.