Paper Citation Record · LEDGER

Sign Spotting Disambiguation using Large Language Models

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.03703.

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

pith.paper-citation-record.v1
2507.03703 v4

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:12:05.237306Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact1
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ce2d82c-5cef-42fa-9aeb-0f2e8cbd5227 · outbound

This paper cites BBC-Oxford British Sign Language Dataset.

Sign Spotting Disambiguation using Large Language Models BBC-Oxford British Sign Language Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:02.406829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5897b8b0-c6a9-4ef9-9112-e11513b14139 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:09.345800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f9d5d8a9-0444-4a74-abc1-661bd52b1bde · outbound

This paper cites Berndt and James Clifford.

Sign Spotting Disambiguation using Large Language Models Berndt and James Clifford

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:09.270478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d20ddb5b-9797-43cf-8ee4-f9e60768afab · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:09.142864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d4665c7-767b-4480-af02-a88563951bc1 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:02.698282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7351d3d-571c-444f-a51a-60eb4cf061bd · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:02.768551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b02f5f1-19e6-4c3f-bba9-9ba2b8e887f6 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:02.849761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fc1b6e-fea9-4906-83a4-7f0624969ac2 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:09.027682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 18fe4723-59fb-41df-937d-dbbc3eee8e38 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.875632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02eb88e6-74c1-4a2e-96e8-c1c107ec8d2e · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:03.127177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b04104a-9123-40c0-83ea-e4a6bac79b10 · outbound

This paper cites CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation.

Sign Spotting Disambiguation using Large Language Models CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:03.227971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c306950e-cc5d-441a-97db-8ae0f537071f · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.767213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b64fcf2-558b-4d1d-81e4-69104dc41559 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.640419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d95d445-7077-40a6-a24a-0a4420538996 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.531805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b370dd5-6814-4346-af14-3394fc989208 · outbound

This paper cites Uni-Sign: Toward Unified Sign Language Understanding at Scale.

Sign Spotting Disambiguation using Large Language Models Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:03.561170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc60b6b-01c6-47e4-be75-f18b08a19bfe · outbound

This paper cites SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation.

Sign Spotting Disambiguation using Large Language Models SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:12:05.497377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd1c41f3-8bea-4416-abe0-9dfa420cecd0 · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

Sign Spotting Disambiguation using Large Language Models MediaPipe: A Framework for Building Perception Pipelines

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:03.754146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23f321a-1161-438d-8162-4d24bcb4d7e9 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:03.866261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d431ee61-b642-4e64-9705-c7aa5b97a1c1 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.425464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d32bf7a9-3f63-40b6-b1df-3600710f7a8a · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.274086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d68d22c-b2fb-4962-ab09-e5cb8fe1b8ea · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:08.161922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9136467e-25d0-4ff6-a437-9b19accc82dd · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.974178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73f71bdf-30ff-4fa4-9df7-ae38cc8d1b24 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.776081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce312a56-03da-4075-9af8-ea401be94141 · outbound

This paper cites Open-Domain Sign Language Translation Learned from Online Video.

Sign Spotting Disambiguation using Large Language Models Open-Domain Sign Language Translation Learned from Online Video

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:04.342604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5e25b1-94a5-4dcf-9139-317f379814dc · outbound

This paper cites Spotter+GPT: Turning Sign Spottings into Sentences with LLMs.

Sign Spotting Disambiguation using Large Language Models Spotter+GPT: Turning Sign Spottings into Sentences with LLMs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:04.435416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1607b857-7998-4002-8946-b789ca161c79 · outbound

This paper cites YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus.

Sign Spotting Disambiguation using Large Language Models YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:04.502650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43d30ee-ac8a-4a76-af8e-b754d9c02005 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.628415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 142f9d74-12b3-44ac-b95e-b81a505c6a11 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:04.620635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60350c22-5eb9-4f47-a0c5-9f1e72f7e70a · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.470469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e04b1aa6-602e-4479-9257-bd712dacd5b7 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.293654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d217b74d-cc6b-4aa8-bd65-c57d662e608e · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:07.119822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 330ee88a-7650-4216-aaca-03a86c4533ae · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:06.846042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5da9cc0a-27d0-411c-a6b3-1764e4a5fefd · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:06.595243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 153bbdbf-476d-4e9b-a03d-3ad6181e05f5 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:06.329507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3656af53-46b6-4a62-963f-aebba55cfaba · outbound

This paper cites SLTUNET: A Simple Unified Model for Sign Language Translation.

Sign Spotting Disambiguation using Large Language Models SLTUNET: A Simple Unified Model for Sign Language Translation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:05.094941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57960ace-0333-4c64-9d9c-b384d432b578 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:06.133670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbb17495-b0b6-4748-9403-536b59deb604 · outbound

This paper cites an unresolved cited work.

Sign Spotting Disambiguation using Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:05.916044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.