Paper Citation Record · LEDGER

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.05965.

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

pith.paper-citation-record.v1
2507.05965 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:20:16.602451Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact2
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da526134-5e65-4489-b110-3da05fa54b4b · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:20:16.828199Z

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 d6395586-dad3-4f9f-9b3d-6c304522eced · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:20:16.819597Z

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 19a37720-f2a6-4a5c-ba3e-4c92862a5f46 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T19:20:16.672908Z

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 050088d2-1526-4938-9c6d-9c021bdaec2e · outbound

This paper cites FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.513779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e4224fe-39c4-424e-848c-ee719ef0dffd · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.517136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3848462b-accc-43b0-baf0-7f55201f2572 · outbound

This paper cites Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.520337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f51c1ad-3187-4576-b37f-ca5012d37091 · outbound

This paper cites Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:20:16.757008Z

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 fb30fb04-c3a5-4660-8c4c-6a0f8c59cdf6 · outbound

This paper cites The Llama 3 Herd of Models.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.527251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be48bf6-ad10-44dc-9d1a-6adb070acf96 · outbound

This paper cites Evaluating Large Language Models: A Comprehensive Survey.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Evaluating Large Language Models: A Comprehensive Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.530237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e60f0b-aaeb-418c-bf4c-778704a8b805 · outbound

This paper cites Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.533227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69224819-50eb-4cda-833f-5ad01ab6c371 · outbound

This paper cites TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.536212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c28684c-110d-4f18-b32c-740c34372d16 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.539238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c4d05b-010c-47f7-bec7-6f9c022b9cd7 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.542236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b9c550-5bb7-4f5c-a3d1-87bd5aebfe6c · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.545143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4d599a-a2cb-46d3-a0ff-986ae82f721a · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.548008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e89d0f7-d52e-4adc-a78d-4fe8633625ad · outbound

This paper cites Nonparametric Masked Language Modeling.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Nonparametric Masked Language Modeling

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.550779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb4a04db-6819-47f0-ba9d-4fc726900ff3 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:20:16.811566Z

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 a1d61fa7-9665-42a2-bab7-6f770ce2eab0 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:20:16.803099Z

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 1f4b2356-e91a-4980-8c2e-267a4bc73753 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.558794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f95f0ca-0750-4bf0-a127-fd0dfae8872e · outbound

This paper cites 2 OLMo 2 Furious.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation 2 OLMo 2 Furious

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.562460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579feff1-6508-4419-a27f-26e8f5830edf · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.565519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 737f5e88-8a23-486f-8a10-8ee48b428893 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.568231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffd5bbc-0a0f-4c07-ba0d-6d19da1222d0 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.571006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a3bba0-0c57-4198-8663-ad8585c2db31 · outbound

This paper cites Gemma 3 Technical Report.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Gemma 3 Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.573851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c312363-1854-4a48-afc8-1428d5724c3c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation LLaMA: Open and Efficient Foundation Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.577225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0931b1b-d0b9-41ca-a319-35528fc155a4 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.580085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8ba2692-a1aa-4939-a56c-a21430f4560e · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.583462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d50f5dd-79de-409d-a436-699eeb4c18f1 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.587222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51589486-c424-45ad-98a4-12e137faa782 · outbound

This paper cites an unresolved cited work.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.590479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19382000-342c-4c0f-b2fb-e9898f3980ee · outbound

This paper cites Weinberger, and Yoav Artzi.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation Weinberger, and Yoav Artzi

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.593298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c42b6e-49b7-4964-a81c-dcf52740d24f · outbound

This paper cites LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.596113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7cb89ca-4fdb-4e53-8731-72192a43a343 · outbound

This paper cites online" 'onlinestring :=.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation online" 'onlinestring :=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.598949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d1bd12-8648-4dc3-a1a2-5800132fe872 · outbound

This paper cites write newline.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:20:16.602451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.