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Paper Citation Record · LEDGER

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models

As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.17242.

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

pith.paper-citation-record.v1
2607.17242 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:40:19.299590Z

measured 50 of 50 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

50 of 50 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved49
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d118d14-4a8d-48a0-a06e-393b4ffcbb6b · outbound

This paper cites When AI Models Become Dependencies: Studying the Evolution of Pre-Trained Model Reuse in Downstream Software Systems.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models When AI Models Become Dependencies: Studying the Evolution of Pre-Trained Model Reuse in Downstream Software Systems

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8b9f762e-58e4-46a3-86b8-00aa3270b5cf · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-01T18:40:15.072315Z digest=sha256:a84f9d32fd8986ceda21abb4676c6c973316b8ff5ac15699c23736ae7e128a80

Observation 1c544d5f-c338-42e0-820f-bf81be0a2bff · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-01T18:40:15.167488Z digest=sha256:e1f7369403c59c92ea06e5742bb23ce8a9248e7695e59b5bca0871dc8d4c8704

Observation c8d6c882-d326-42c7-b22a-0ee410f30a77 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-01T18:40:15.209139Z digest=sha256:d3b584d9a48acb8d8a3cafa27bd8fcc760cad75f266ef713898b50502d82d799

Observation 114e2cb6-70c1-4916-9531-e0cd6bb44086 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-01T18:40:15.266197Z digest=sha256:15cdd980bd12e6bf206010b8d773bbd9828889af1d8c2ca8a7fd4255e7047d23

Observation 9b5418c2-3bd0-47bf-a0e3-74b0c786d7b8 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-01T18:40:15.327407Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:40:15.327407Z digest=sha256:13779ab4589928f419184c8b513304539e7300bd983a9ac40ecdf3110ef9aa8a

Observation b8a5d2b7-a596-46d7-908f-77901b45ec69 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-01T18:40:15.586592Z digest=sha256:2cd841b9ded40644bf7b29891f4ae987abd7d009765f1d2d747863804f468a60

Observation 5db2ad74-4abf-4d58-bfcc-a519f954fc2a · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-01T18:40:15.712476Z digest=sha256:0c1f7a271a35e47236239edf0272a44eef3306ac524085d4ad542a7c57d0d7f7

Observation cbb528ff-d231-46e1-9fa3-200fa1282e0f · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-01T18:40:15.816761Z digest=sha256:8e7d392604c63e7ea9189c5c43fdcc7188d4b5ef44da068e5469c262292cb045

Observation 86edfe48-2ef4-4d86-a6bc-a6bca339bb32 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-01T18:40:15.976314Z digest=sha256:18dd3577793b1ee76033c10d2bea18b3917848b1906c8fdb763e927a07f54f74

Observation b528cd6d-ae42-477a-89c3-2e58cc829c8f · outbound

This paper cites InProceed- ings of the 4th Workshop on Machine Learning and Systems.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models InProceed- ings of the 4th Workshop on Machine Learning and Systems

Reference 11

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Observation 39fb4eae-9f34-493f-bb03-015b70ecb8cc · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-01T18:40:16.151413Z digest=sha256:3f6ea2ba007892f8fb6a23602d2767104eb467ef57c0b8279fbe0585f9d40d29

Observation 441aace4-f22e-4c68-a629-158fa172aeca · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:40:16.075749Z digest=sha256:4923182ac8c1aae943e9c145e42a2ed4b7b32fa31e43a1ee25a9b4236758915c

Observation cbd21f35-eddb-45c6-8e45-d046c2eab653 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 14

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Observation 6667a6b2-1a67-4111-bfe9-efa07910be5b · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 15

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Observation 7dc31e68-1764-4fc7-a81e-1acbde1443f3 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-01T18:40:16.450280Z digest=sha256:df4dd767fb90553218edbb218cf97e048bcd8fbdddc9527d745721172f5370e3

Observation f51ec3f2-1780-4da6-ac84-81adb21522d2 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-01T18:40:16.384489Z digest=sha256:f4aa8821856ca853bdfa8398a1dccb7eccf28c478e3723f40b9ffc25ccee317b

Observation c8c1da2d-27ea-4ad0-bfd8-371dfc65fa2c · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:40:16.652662Z digest=sha256:70d4413b47c05694a725f458a57da51f844b8452a181c98304b68136721ad7bb

Observation 7513a82a-e338-4acd-ac86-45a03a7565e3 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-01T18:40:16.740563Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:40:16.740563Z digest=sha256:1b9187b95dfe561f90be6b6245dbe6f97550bc470f96069d8a308019a7bc9547

Observation 198c5760-6637-449e-8dfe-1d9355ad8410 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-01T18:40:16.578669Z

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source=pdf_text observed=2026-08-01T18:40:16.578669Z digest=sha256:b32d30857667d773ff172f96c818b7c402a70090e973937cd8e2a014cdab582a

Observation 289f8653-c85a-4408-9453-7e905843ad24 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 21

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Observation 9b5f2ac0-c2d5-436e-9be9-1ebb645359b0 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 22

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Observation 0626de75-7101-49de-b50e-992bcbeac829 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 23

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Observation 2e49e71a-0c39-41eb-b332-f9edcc5cebb6 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-01T18:40:17.093037Z digest=sha256:7a9ab818dfe7c42186167ddff4e88e5d068421d3e7bc33944b416500204286b5

Observation 7f496bc2-9b70-4edd-b173-2b58927753b3 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-01T18:40:17.185343Z digest=sha256:59b6160e703c049cc50a5882e667b4af2faefac8066a8987b78627f87dd3a6c8

Observation 519330dd-391d-45b1-b51b-6da18927da3a · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-01T18:40:17.011686Z digest=sha256:1f5a73e9d16b2a6544084c646cc5428759b0f2397dc79b27891ebcb27372d105

Observation 545932f0-dd81-44e9-8db6-6001ceddc835 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-01T18:40:17.417083Z digest=sha256:c6d076b0e65257badb84b83c301512cf46aa836688fa283ba2bce2be6adab18b

Observation ef4cb30a-81fc-491e-8f37-d1fdb39b2a59 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 28

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Observation 0fbba294-2cbc-4d81-b641-6e17177857c2 · outbound

This paper cites When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face

Reference 29

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Observation 4583ccdb-e880-4bc6-8248-0926ae9946f1 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-01T18:40:17.700140Z digest=sha256:2d5b6f55f657ced48186fc3e2815c367084243c40cac380a1d7b220b0b1ebdb3

Observation f53c0e9c-162c-485c-9469-603f9d335bb7 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 31

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Observation 673d7e1c-c566-442b-bfc7-026d72ab2f85 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 32

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Observation 73d72406-50a4-48a1-a506-d482b694623f · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 33

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Observation 7261e127-e9b8-450a-b2d1-317f5f65ba08 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 34

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Observation df341c7b-9f05-43d1-842f-b98e2d158105 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 35

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Observation ecc84e6f-b782-44e1-b4fe-20eb0c0fe225 · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-01T18:40:18.397171Z

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source=pdf_text observed=2026-08-01T18:40:18.397171Z digest=sha256:3266f62aa6cb70988b59ffb7f1ccf02eacaae8062369d34acc0073deccb6d9c8

Observation 2d1f008c-9293-4300-9f01-54f9920fcd2f · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-01T18:40:18.500822Z digest=sha256:28177792d24d213fa7f89274d3d35e8b32c4ccbbaea6de1f539c0dd6e47b3637

Observation e4e4a6bb-afb6-45c7-8c9d-135521b1414b · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-01T18:40:18.279076Z

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Observation addce61a-5c31-4ed6-9c8e-e73dab1e6f1a · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 39

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Observation d0144dad-4fb4-43aa-9b21-70ba0d905efe · outbound

This paper cites an unresolved cited work.

A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-01T18:40:18.751959Z

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

Reference 46

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Reference 48

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models

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A Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face Models Unresolved cited work

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