Paper Citation Record · LEDGER

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face

As of 10 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.21738.

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

pith.paper-citation-record.v1
2607.21738 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:55:49.137073Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 38f2bd90-0f16-4089-94e9-808646005110 · outbound

This paper cites Aspirations and practice of ml model documentation: Moving the needle with nudging and traceability.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Aspirations and practice of ml model documentation: Moving the needle with nudging and traceability

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.070066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d058a29-3ac1-4f6b-adc1-ae1ce39a0d17 · outbound

This paper cites From Hugging Face to GitHub: Tracing License Drift in the Open-Source AI Ecosystem.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face From Hugging Face to GitHub: Tracing License Drift in the Open-Source AI Ecosystem

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.091977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b3e078-b511-40e7-be84-879d8979bb21 · outbound

This paper cites An empirical study of artifacts and security risks in the pre-trained model supply chain.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face An empirical study of artifacts and security risks in the pre-trained model supply chain

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.096205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed7061dc-abb5-4590-96a5-757fbdd31334 · outbound

This paper cites Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.104500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a4b205f-ca4d-4eaa-9dbc-f14bec37e481 · outbound

This paper cites Ai transparency atlas: Framework, scoring, and real-time model card evaluation pipeline.arXiv preprint arXiv:2512.12443,.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Ai transparency atlas: Framework, scoring, and real-time model card evaluation pipeline.arXiv preprint arXiv:2512.12443,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.108644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8a2adb-744d-4dd5-a8b7-ce9a3d2cc8a3 · outbound

This paper cites Building an Open AIBOM Standard in the Wild.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Building an Open AIBOM Standard in the Wild

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.113052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992c91c7-978d-4849-839f-1773d3cbdd37 · outbound

This paper cites OmniBOR: A System for Automatic, Verifiable Artifact Resolution across Software Supply Chains.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face OmniBOR: A System for Automatic, Verifiable Artifact Resolution across Software Supply Chains

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.117313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c737b59c-26c6-48e2-aaba-7a97e2b42cdf · outbound

This paper cites Bomfather: An eBPF-based Kernel-level Monitoring Framework for Accurate Identification of Unknown, Unused, and Dynamically Loaded Dependencies in Modern Software Supply Chains.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Bomfather: An eBPF-based Kernel-level Monitoring Framework for Accurate Identification of Unknown, Unused, and Dynamically Loaded Dependencies in Modern Software Supply Chains

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.121387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291b4501-c867-4354-96af-2820e2ae35cc · outbound

This paper cites Aibomgen: Generating an ai bill of materials for secure, transparent, and compliant model training.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Aibomgen: Generating an ai bill of materials for secure, transparent, and compliant model training

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.125395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a8ce792-8cce-4772-9115-d23b3a588fdf · outbound

This paper cites Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.129164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c3370a9-524d-4561-8839-a0cc812fe07c · outbound

This paper cites Software dependencies 2.0: An empir- ical study of reuse and integration of pre-trained models in open-source projects.arXiv preprint arXiv:2509.06085,.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Software dependencies 2.0: An empir- ical study of reuse and integration of pre-trained models in open-source projects.arXiv preprint arXiv:2509.06085,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.133088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f9393af-8726-4348-9f5c-c551b73d9acd · outbound

This paper cites A Survey of Large Language Models.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face A Survey of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.137073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23397de7-f0f1-4e01-a328-920901b89380 · outbound

This paper cites Implementing ai bill of materials (ai bom) with spdx 3.0: A comprehensive guide to creating ai and dataset bill of materials.arXiv preprint arXiv:2504.16743,.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Implementing ai bill of materials (ai bom) with spdx 3.0: A comprehensive guide to creating ai and dataset bill of materials.arXiv preprint arXiv:2504.16743,

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.065530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01c9165-d818-4a95-b3d0-b96c12bdef29 · outbound

This paper cites Joel Casta˜ no, Rafael Caba˜ nas, Antonio Salmer´ on, David Lo, and Silverio Mart ´ ınez-Fern´ andez.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Joel Casta˜ no, Rafael Caba˜ nas, Antonio Salmer´ on, David Lo, and Silverio Mart ´ ınez-Fern´ andez

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.078816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b471f9ac-8734-4e86-85d9-ff5d25c17c1c · outbound

This paper cites Modelgo: A practical tool for machine learning license analysis.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Modelgo: A practical tool for machine learning license analysis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.082978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c53cfc-15de-4e8f-8694-791b68c26850 · outbound

This paper cites "I see models being a whole other thing": An Empirical Study of Pre-Trained Model Naming Conventions and A Tool for Enhancing Naming Consistency.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face "I see models being a whole other thing": An Empirical Study of Pre-Trained Model Naming Conventions and A Tool for Enhancing Naming Consistency

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.100139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7fefc62-0b5e-445b-8f67-421b3cb366fe · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face On the Opportunities and Risks of Foundation Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.074237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a070ae8-414d-4da4-b7a1-ad172ee62b94 · outbound

This paper cites Empirical char- acterization of logging smells in machine learning code.arXiv preprint arXiv:2603.23769,.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Empirical char- acterization of logging smells in machine learning code.arXiv preprint arXiv:2603.23769,

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.087296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6fc1a9-4ca5-4faa-8632-bdd15aaa9378 · outbound

This paper cites On the synchronization between hugging face pre-trained language models and their upstream github repository.arXiv preprint arXiv:2508.10157,.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face On the synchronization between hugging face pre-trained language models and their upstream github repository.arXiv preprint arXiv:2508.10157,

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.056015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de5cb20-1c06-44d1-a5d1-0d651af051fe · outbound

This paper cites Version v1.

When Model Release Meets Model Reuse: Producer-Consumer Misalignment in Hugging Face Version v1

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T06:55:49.061151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.