Pith. sign in

Paper Citation Record · LEDGER

DRAssist: Dispute Resolution Assistance using Large Language Models

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2509.01962.

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

pith.paper-citation-record.v1
2509.01962 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:07:56.683660Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6d5dad8-8fc8-4644-b05b-96d5259f2c70 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.873979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.275904Z digest=sha256:4173ff454fac27e725f4c068b2f62b78c93ce30d2145f4e8522f32e63cd662ca

Observation 5d590573-2229-4a76-953d-8c34b5ff8f2f · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.864437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.364980Z digest=sha256:8b092e3fd39155bc4862f5934ac3fdf125d1f0c02489fda80ba5dd056a06462b

Observation 4466a696-2208-4644-b81b-46b18b295dd5 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.854756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.448104Z digest=sha256:fe5372f5f26276a55e4d21ac889b7987e13446659cb7f70bc9fd5c3fcd917aa0

Observation e63f650a-27b9-44e6-a531-97e496d3c7c0 · outbound

This paper cites and Langford M.

DRAssist: Dispute Resolution Assistance using Large Language Models and Langford M

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:07:56.843804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.510035Z digest=sha256:0947d1dd38db18c02f257103421ea5ffb7d0b85bfc10c11e82bc98f82c6546a3

Observation 0355a3b1-7249-404c-8695-b951772252ca · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.834511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.573081Z digest=sha256:bfd3a3c66ef61472cd92aa401827be7b568c4cf478e7d7bfe682e6b260851903

Observation 602def55-4053-44e1-bcec-efdc0e38e3a2 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.824199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.667633Z digest=sha256:a06e7b93d61efe321d82138ea051208fe0795a62b35c8bcc91744f0ffb044a82

Observation 4680569a-7763-4b35-ab93-05334af9784e · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.815051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.742349Z digest=sha256:6ace308b7a212e8b97839e9e10be337f44cf3f212c26c706e393f36521b7cf85

Observation 57fe0c79-5a4a-4657-b069-b1c38d386c02 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.805683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:55.897670Z digest=sha256:5950497276f4aaf574870590629de32b62b6b3b3acbdb2dba9b72e7a2af8a295

Observation 6fb5d5a7-f7f7-4ce8-a336-828ac359ad9e · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T12:07:56.016069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:07:56.016069Z digest=sha256:392779c2d664cb4cd6204a4ed0a9e350f56453e44dbae38f78f58b5e0a556df7

Observation 1d2449f8-b6c9-48fd-8b75-38e38dc11b9c · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.790257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.176299Z digest=sha256:db8250ab8ed4618a1b4dc58161ba3a69d3818057e9401eb13bcf2c59ac4dd5c0

Observation 5d77678e-4f01-4a35-b55b-6b2b38c21b63 · outbound

This paper cites Medvedeva, M.

DRAssist: Dispute Resolution Assistance using Large Language Models Medvedeva, M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:07:56.780788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.249334Z digest=sha256:af4804742986e699fe83823315d3f2f60b64a033eec1d651e441b1bccdd8d4a1

Observation e6eaa5aa-e477-4f13-9aef-be8ea118a32b · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.770950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.314189Z digest=sha256:10aa5f2dcfc35d0355676d948cb0b4e88adf332e8ea3eff027f88306fe045923

Observation a41d2a9e-f242-4142-bb0e-ac1e32712443 · outbound

This paper cites The Effect of Sampling Temperature on Problem Solving in Large Language Models.

DRAssist: Dispute Resolution Assistance using Large Language Models The Effect of Sampling Temperature on Problem Solving in Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T12:07:56.421753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:07:56.421753Z digest=sha256:7e8e02ad9c192a20bd0ee49d6ac1353df3faefeaea53b58415d297b18e524702

Observation 7d0acf03-01e0-461b-9fa3-03051645a557 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.761784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.536203Z digest=sha256:05034470256b3c138ffb7eb273fc19384cc1fd15fd707e85490e801d069c0891

Observation 34b484d7-27d7-46c0-825f-11363d4e4d9c · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.751931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.642426Z digest=sha256:0f562acc807442a5ed8ac6bd23c1ee0de5cb5b22d4fb0f686ab7040a56ee62f9

Observation 83a69525-114a-4400-8137-e3c0bc06c0ff · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.742734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.677617Z digest=sha256:e59d86798c3d24f5d039ee791ea0ad1dbf224ff756d4214b542e8a5151a20490

Observation cd7a8c8d-8acc-4872-ade5-78f6142aa9d8 · outbound

This paper cites an unresolved cited work.

DRAssist: Dispute Resolution Assistance using Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:07:56.733011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:07:56.680902Z digest=sha256:85e8bd9af673ad0868dfaf1e7987465c21b923fcd472a03f528f3e367cf8fa0a

Observation 097022f8-5af2-4e01-8ca1-813bdd0a8364 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

DRAssist: Dispute Resolution Assistance using Large Language Models BERTScore: Evaluating Text Generation with BERT

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T12:07:56.683660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:07:56.683660Z digest=sha256:f65224c394c3dca89c85d730fe038d8b622e69658256394572749cdf416be847

Pith citing papers

No inbound Pith citation observations are available.