Paper Citation Record · LEDGER

Training Data Attribution (TDA): Examining Its Adoption & Use Cases

As of 12 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations for arXiv:2501.12642.

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

pith.paper-citation-record.v1
2501.12642 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:02:38.130825Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:44:58.755787Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:45:01.280772Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy9
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e388d2de-3091-4d61-b4d7-7230e011673f · outbound

This paper cites secret sauce.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases secret sauce

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.414078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e8539283-1adc-4442-a1b1-84baf1706628 · outbound

This paper cites This could include data from books, websites, or other sources that are subject to copyright or terms of service restrictions.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases This could include data from books, websites, or other sources that are subject to copyright or terms of service restrictions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.371516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36f2d33c-e896-4a79-b0cf-2344056753c0 · outbound

This paper cites Such data cannot be shared publicly for legal and ethical reasons.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases Such data cannot be shared publicly for legal and ethical reasons

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.333910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2b8eec10-9372-40e5-ae2f-807da3824130 · outbound

This paper cites double-check.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases double-check

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.314267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7dcce6e9-5bac-4ca1-a087-285f4b595704 · outbound

This paper cites an unresolved cited work.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:38.286905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22b30b2b-cfc2-4978-8334-ae1a46ce750d · outbound

This paper cites content attribution.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases content attribution

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.260163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0bf0f0dc-7b03-4b41-9964-447541a72fe1 · outbound

This paper cites A model's output may be influenced by multiple training examples in combination, rather than a single direct source.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases A model's output may be influenced by multiple training examples in combination, rather than a single direct source

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.242599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 945215d0-05de-4569-81c3-977b5a596c86 · outbound

This paper cites an unresolved cited work.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:38.223584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1736d62f-6cf4-4ed1-9431-28d84af40853 · outbound

This paper cites If the relevant information is just a small part of a larger training example, TDA may not provide the necessary granularity to identify the specific source.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases If the relevant information is just a small part of a larger training example, TDA may not provide the necessary granularity to identify the specific source

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.211496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e5c581a-4329-498c-ac1a-0928e8649bb5 · outbound

This paper cites deceptiveness.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases deceptiveness

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.189989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4862c229-bf72-4c9e-a160-f80189174681 · outbound

This paper cites why the LLM model does what it does.

Training Data Attribution (TDA): Examining Its Adoption & Use Cases why the LLM model does what it does

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:38.440652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 072b2966-32ea-463e-929d-0d58de64712e · inbound

Low-Perplexity LLM-Generated Sequences and Where To Find Them cites this paper.

Low-Perplexity LLM-Generated Sequences and Where To Find Them Training Data Attribution (TDA): Examining Its Adoption & Use Cases

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:45:01.325930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a69a3794-98da-4fae-9e8d-0ae0759894c7 · inbound

Influence Dynamics and Stagewise Data Attribution cites this paper.

Influence Dynamics and Stagewise Data Attribution Training Data Attribution (TDA): Examining Its Adoption & Use Cases

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:05:12.875309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.