Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:52:01.042325Z
Paper Citation Record · LEDGER
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
As of 11 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 2 inbound Pith citation observations for arXiv:2502.08514.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:56.963642Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T16:51:58.823002Z
Reference resolution
67 of 67 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved47
- parse uncertain1
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 200efd81-c04c-4a60-8286-ee4b0b48976d · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.650645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 584da7b9-6a4e-4dc0-ba1c-74dcbdb3c90a · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.641441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 554e15a6-47a9-4657-be23-59a57459b95e · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.632081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 65f49656-21b3-4eb9-8755-115d6eb32652 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.593851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b0d9627c-004c-4dae-bbb9-86fe34837856 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 5
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-08T04:52:01.584630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c66a4228-b666-47cb-b389-315790cdce64 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.575482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4614e7a0-1714-4cb1-b339-b968e3030338 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.622157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cdc11434-8b5f-40ab-8b93-80e43f633940 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.613104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9acddc4-57b1-4cd1-af4d-5960582c25c4 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.603552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ccbc9b59-d068-4870-9c43-c9d3bcc5fd7c · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.565954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f56abf59-a0c3-4163-ae46-cfc2a6fbe21d · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.556586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6aaa79d8-9a33-418f-8a9e-8769766aa70e · outbound
This paper cites The key aspect is that these phenomena should create a significant obstacle in evaluating the factual accuracy of the summary against the source document.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation The key aspect is that these phenomena should create a significant obstacle in evaluating the factual accuracy of the summary against the source document
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.546816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 098985bd-cefb-45af-97c6-657d549b76f4 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.537491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dcce9d95-f401-47f6-a663-ec22557deb0e · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.528114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ea3c54fa-c7a8-46e3-b212-77786bba866b · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.518214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ea5f4d38-3b00-4a53-9226-c50e7df41d7b · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.508783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 00356959-ad14-40d0-872f-25b469723a98 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.499708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a45fe64e-5b41-4d91-9327-4ae519052daf · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.490692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 216ab743-cade-426d-a427-4e97f6f5b4c0 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.482335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation acd84c80-597a-4af3-8578-892b06fcb964 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.473712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f69b0bf1-bf1c-470c-a0f3-8a323a17a833 · outbound
This paper cites The initial stage (before the adjudication step) has an IAA of ≈ 0.40 which highlights the importance of the adjudication step to achieve high- quality data.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation The initial stage (before the adjudication step) has an IAA of ≈ 0.40 which highlights the importance of the adjudication step to achieve high- quality data
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.660019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 37ffd70d-cf8b-4a0c-b261-7d214b999cb1 · outbound
This paper cites street festival.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation street festival
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.465797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e33e3360-2db1-47c2-ad2b-37ba3ec70286 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.456839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1caf76a6-5752-4dc7-8bea-04ebc37b3ead · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.448624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 991a00fb-b6b8-4eab-b6c1-9873209a0e1d · outbound
This paper cites Other evaluability issue.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Other evaluability issue
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.440640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7200bb5b-3eda-4a60-bd77-d36a0c7e1b8b · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.432373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 025de834-860f-4061-a014-04afe9e0e3ca · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.423909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9fe220a0-b341-49e9-9829-9135b28ab829 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.415910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 99b77f05-996c-4c7b-883c-cbdfdf04b3cd · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.407545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f708756e-6a22-4da5-9170-45b5b31716ab · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.399489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a0c1ff7f-76e1-4f04-80cb-a1079ccfc378 · outbound
This paper cites The statement poses barriers to comprehension.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation The statement poses barriers to comprehension
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.391056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 115d70b3-ea01-4381-b151-20e69d302a19 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.382594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2225c6a7-a216-4937-a412-a1efda3de6c6 · outbound
This paper cites Carefully read all the definitions and refer to the examples provided in the last column.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Carefully read all the definitions and refer to the examples provided in the last column
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.374450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 244195be-b244-4b52-9986-4f09493861b6 · outbound
This paper cites </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> You (Agent 1): The summary is faithful.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> You (Agent 1): The summary is faithful
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.265562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0f1fa6c3-68c8-4f79-ba9c-024255a32265 · outbound
This paper cites </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> %s </chat_history> Determine if the summary is factually consistent with the document provided above.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> %s </chat_history> Determine if the summary is factually consistent with the document provided above
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.256870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e6caa640-ce66-4a7e-9d1b-363ee70fa91b · outbound
This paper cites </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> %s </chat_history> Go over the agents responses, summarize them by saying who agrees/disagrees.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </guidelines> <doc> %s </doc> <summary> %s </summary> <chat_history> %s </chat_history> Go over the agents responses, summarize them by saying who agrees/disagrees
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.248059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cec3d43a-5335-479a-8806-f9d96c915d7f · outbound
This paper cites </taxonomy> Go over the agents responses, summarize them by saying who agrees/disagrees.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </taxonomy> Go over the agents responses, summarize them by saying who agrees/disagrees
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.113570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9b6249a8-f967-4028-8e7c-12bf264e8f0c · outbound
This paper cites If individual facts are correct, the summary is factually consistent regardless of its comprehensiveness.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation If individual facts are correct, the summary is factually consistent regardless of its comprehensiveness
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.365981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 673dea6f-66e2-4302-90fa-599e08f699f1 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.357657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ed2db718-1c11-48e4-811c-9153b2cda3a9 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 92
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.349625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4198a984-6903-4560-873e-03d383f4fad9 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 93
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.340680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b4cd7880-3bd4-4947-84d2-07637fc89831 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.332410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fbc83fc3-e1ef-4423-9c44-7748b47e7e6c · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.324309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1dba63f8-f889-42b0-8ba9-8e8e52b27d0f · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.315832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ffeb30a-5e53-4975-b58e-79ee8e5a1526 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.307605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 89303955-7c23-49da-94eb-fda8edb90f73 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.299351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 82e5f2ad-76f5-4974-be80-144160cf0dfc · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 99
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.290520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 42acc706-dcbc-441c-ba9c-a5dac37159fc · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.282447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9b14284-e9a9-4387-89f8-1c7338a906c5 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 101
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.273865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 37879dbf-9e23-467e-83cb-37cd43b6b9df · outbound
This paper cites </guidelines> <taxonomy>.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </guidelines> <taxonomy>
Reference 102
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.104194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 456d1c15-265c-46cb-8f87-dda65a41fe2a · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 103
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.239502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c6223f98-d2f8-4a50-8e43-4f929b762b62 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 104
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.231430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5cfdd391-c6ff-4d99-a403-37507b5027d5 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 105
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.223160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d6542017-ff8f-4d6c-b0ed-1f40f14abfdc · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 106
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.215088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2634ba95-c87c-4577-8d8c-ee03aa52dd7c · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 107
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.206593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ce78cbbe-5af7-4232-8b09-dba1d887ede1 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 108
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.198151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e7e42cf9-0615-4a2a-b8c1-db0b8f46eec8 · outbound
This paper cites The meaning has not technically changed, but the way the meaning is built changed.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation The meaning has not technically changed, but the way the meaning is built changed
Reference 109
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.189839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 219619f7-8311-4f01-81e8-525698764de6 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 110
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.180626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 15069382-27ba-4cf9-bd80-62df20ebef98 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 111
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.171752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7c41a94c-cec0-4df6-9983-f96c47076ee9 · outbound
This paper cites Other types of ambiguity include scope ambiguity and pronoun reference ambiguity.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Other types of ambiguity include scope ambiguity and pronoun reference ambiguity
Reference 112
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.162633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 31dc6821-b814-40ec-9003-2499dc78de16 · outbound
This paper cites For this use case, it would be so many realities that there is confusion about what claim is actually being made and whether the claim can be evaluated reliably.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation For this use case, it would be so many realities that there is confusion about what claim is actually being made and whether the claim can be evaluated reliably
Reference 113
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.153216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 85fc056b-6a00-4239-afd2-6424cb4adb16 · outbound
This paper cites an unresolved cited work.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation Unresolved cited work
Reference 114
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T04:52:01.143473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a2021477-e613-4aae-875e-01b4dad50bc1 · outbound
This paper cites It takes on new meaning or loses its meaning outside of that context.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation It takes on new meaning or loses its meaning outside of that context
Reference 115
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.131994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f895fbe-e4e5-4e20-9372-0d1b00908768 · outbound
This paper cites (It may have done this to good effect or to bad effect.).
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation (It may have done this to good effect or to bad effect.)
Reference 116
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T04:52:01.122762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4a0497f8-482f-4ea7-b71c-94722c6c0a0a · outbound
This paper cites </taxonomy> Go over the agents responses, summarize them by saying who agrees/disagrees.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation </taxonomy> Go over the agents responses, summarize them by saying who agrees/disagrees
Reference 117
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-08T04:52:01.095134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7803878d-8b9c-4dd8-8f06-117162b704d8 · outbound
This paper cites MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
Reference 2021
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-08T04:52:01.076483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4bc51b55-b656-4f0d-8f6b-52b1741a7e47 · outbound
This paper cites ChatGPT as a Factual Inconsistency Evaluator for Text Summarization.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation ChatGPT as a Factual Inconsistency Evaluator for Text Summarization
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T04:52:00.704013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 289e851f-aa70-4966-881a-5506925b7927 · inbound
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages cites this paper.
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:08:56.963642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 072bea0d-b507-4843-9ec4-b542952d9659 · inbound
Beyond Single Models: Enhancing LLM Detection of Ambiguity in Requests through Debate cites this paper.
Beyond Single Models: Enhancing LLM Detection of Ambiguity in Requests through Debate Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T16:51:58.935933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.