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Paper Citation Record · LEDGER

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models

As of 7 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.24697.

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

pith.paper-citation-record.v1
2605.24697 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T13:15:13.641247Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

10 of 10 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b841bbe-7e8e-4a87-87f1-3c24a3ba4efe · outbound

This paper cites L2P-Hidden keeps the blockwise token-filter interface of Learn2PD, but replaces confidence-only inputs with concatenated hidden-state features.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models L2P-Hidden keeps the blockwise token-filter interface of Learn2PD, but replaces confidence-only inputs with concatenated hidden-state features

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T02:45:54.781620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:5aa1b1f6e9c2896169128ecc6528c0523c3bc140dca1bcee55c94f6166e74f45

Observation 4ed1bb26-9240-4219-a6d5-21a0a51f6bbe · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.778186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:3f14656d69d6a72839226e355894a0a42eb2a345f85b8730399366c4a7411bff

Observation 5454fbfe-f13f-4c47-8f37-b8d65f2da7de · outbound

This paper cites Decimal scores are allowed.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Decimal scores are allowed

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T02:45:54.779792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:b276f19ab6f51ec7e052684893f33bc6301ecb7d1619457c8622fea415f2eeb4

Observation 9415a6d8-06f7-4c07-8d5b-a22e2b499a14 · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.775058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:2c0f297e867d8a3cdfcb7b7f1acd3e27bf0aae875792ecd10cb4d47a156fae4b

Observation 9e0ab537-02db-47b8-90e9-3a81cd014cf1 · outbound

This paper cites It directly answers the question, is factually correct, well-structured, fluent, and covers the important aspects with appropriate depth.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models It directly answers the question, is factually correct, well-structured, fluent, and covers the important aspects with appropriate depth

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T02:45:54.783405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:ebea8ce9d6e802379af69070e92318520844396e66afe2765c9139abe5092e56

Observation 18ec77fd-81f3-40db-948d-dffca1615ebc · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.776598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:dcca23cae3a791d5de6953f35927074567e0b4da7cf30dcf7ed227373413dce9

Observation 21bf92cb-601a-489d-bcce-1c9d95d7b997 · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.773480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:b46dec277fe60f6a37ee0d07b80446df8d7f78e71f1f4c3cfd455776d1738eaf

Observation bd7aa8bf-d9a8-4fcf-95c9-ce99015aae6d · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.772012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:e619260582b0cded980fb9ab944da9e0b8e286c31d29919f304eef3612a52bbf

Observation 6256923e-1f0c-4e47-9081-d4855216740b · outbound

This paper cites an unresolved cited work.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T02:45:54.769027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:780640e484a61931cd04c592c840913a56f2bc27915bb0a9ccf82de016eff829

Observation 435541fd-494c-4bc9-84f7-5f1c2431fae1 · outbound

This paper cites scores": {.

The Path Matters: Learning a Token-Commitment Policy for Diffusion Language Models scores": {

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T02:45:54.770571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:15:13.641247Z digest=sha256:ada1db8250e9597c84f745ebda707a6c0efbb792d395bbd828b86426b2e6681c

Pith citing papers

No inbound Pith citation observations are available.