Paper Citation Record · LEDGER

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI

As of 21 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2507.15114.

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

pith.paper-citation-record.v1
2507.15114 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:12.306682Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:08:37.696711Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact2
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef2505c4-fb1b-483a-8d6c-73a2d93f14ad · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.146794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe55662e-94e5-4df4-ad14-1177da3ef33a · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:43:13.814003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7b2a16c3-4f1b-4e64-9149-a37f4803787a · outbound

This paper cites Bowman, Gabor Angeli, Christopher Potts, and Christopher D.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Bowman, Gabor Angeli, Christopher Potts, and Christopher D

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.324382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed72ca71-f760-4611-a959-9d8f42ebece6 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.439090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c33bbb-d44a-45cd-ae61-45cf711a13db · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.515738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f74e93-08d0-4bdb-815c-1a3a0106e2b6 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:43:13.724131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ded5a24-af54-4bf8-b3f0-2003e9b64d64 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.709302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29090564-bfb2-4232-b122-64d9449e1c49 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.802535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6680ffc-9cb9-4986-9536-d7ef295f8edf · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.858536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55487027-c0a9-4ec1-9876-aa7112894353 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:10.942874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb053e94-9397-4071-9d16-71b80721b98f · outbound

This paper cites A Taxonomy of Ambiguity Types for NLP.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI A Taxonomy of Ambiguity Types for NLP

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T15:43:12.988366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b7b5c35-a47d-4a11-a3d6-062240e83366 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.103528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 158e1cb1-4f0a-4d17-9d0f-1431fba38f45 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:43:13.613543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0fc134f-1c2f-4c84-8ca5-4ce0ece4699e · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T15:43:12.814742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db3123ef-63f6-4d7e-b9f4-6b4fd6dcaf3e · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.321711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0c4773-c9dd-42fc-836a-b8eba7beb51f · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T15:43:12.592064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5cc75436-b983-4a62-a789-f11bb51b32b3 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:43:13.460520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ecda2336-5579-4e35-9c84-5aaab1ab41ac · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.573006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac9bd840-482a-4ee7-a9e8-ca278db6fa22 · outbound

This paper cites Problem.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Problem

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.638862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c60f1f7-a1ad-49ea-8d0b-f52800e6df8e · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:43:13.311296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b793965c-1b76-4503-862a-45d37acfe371 · outbound

This paper cites FEVER: a large-scale dataset for Fact Extraction and VERification.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI FEVER: a large-scale dataset for Fact Extraction and VERification

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.801452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbec8f8b-0bb3-43e8-9df0-37ae7e8dc654 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.876455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb3afc0f-5315-4826-b976-445cf3882774 · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:11.944283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4792e6f8-3b08-4521-b18b-33463bcbd8bf · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:12.039744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d945cb-24c9-4de4-ac17-9c437b1bfdfe · outbound

This paper cites an unresolved cited work.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:12.143156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 761b1622-f7e2-4e13-89d0-1207055f512d · outbound

This paper cites online" 'onlinestring :=.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI online" 'onlinestring :=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:12.235373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2c01c9-bfad-47b8-8ed8-14c97d5b5092 · outbound

This paper cites write newline.

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:12.306682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1d737014-d98a-407a-a01e-02105ffeadd4 · inbound

How Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI cites this paper.

How Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI From Disagreement to Understanding: The Case for Ambiguity Detection in NLI

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:08:37.696711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.