Paper Citation Record · LEDGER

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.13972.

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

pith.paper-citation-record.v1
2505.13972 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:44:30.355862Z

measured 41 of 41 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

41 of 41 outbound references displayed

verified exact10
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7088945a-d144-4f99-a60c-a4e592907fe0 · outbound

This paper cites Phi-4 Technical Report.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:25.515082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b00125d-17ca-40ed-958f-f67ebb09fba6 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:44:36.893628Z

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.

Observation 638873ec-33a8-4e8d-972d-0f1f3ff97c97 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:25.650892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3117beef-c4f5-4366-830e-3d819b5959ee · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T15:44:33.234735Z

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.

Observation 0ad26ac0-38c0-4065-9fee-872b29b8807a · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:25.825354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f194de-3bf2-4e68-b873-3856962a54d0 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:44:36.602773Z

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.

Observation fc89d7ea-351a-4353-9fcb-792951f9c937 · outbound

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

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Bowman, Gabor Angeli, Christopher Potts, and Christopher D

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:26.043351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc147dd9-e4cd-4013-b9d9-72c468494670 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:26.234743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe638c10-8937-464a-b023-553114cc1164 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:26.344047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2dbc8b2-911f-4c08-9865-2eb3f5b69d05 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:44:34.792167Z

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.

Observation 3aaacecc-76ec-49a5-9f24-cd84555444c4 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:26.614909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e9f694f-152b-46cb-a716-8a5945f3453b · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:26.794865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48b6081e-2c53-4b88-9cc9-8022c0bb897c · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T15:44:32.734870Z

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.

Observation f340d044-a703-418a-86c7-ac949718d152 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-07T15:44:32.470377Z

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.

Observation 8d43f7c0-349e-4f77-93e2-8761bc39f687 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-07T15:44:32.192332Z

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.

Observation 1e4f6d65-a1f8-4117-b92b-c4dfced02546 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:27.316254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d5c8c3d-0cc8-4dfa-8459-bf1d4712e4e3 · outbound

This paper cites Counterfactual Evaluation for Explainable AI.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Counterfactual Evaluation for Explainable AI

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:27.488639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c883d8c2-6b6d-41c0-aaa4-67e1144eef69 · outbound

This paper cites Mistral 7B.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:27.624972Z

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Unavailable: canonical work link unavailable.

Observation da3e824a-30f2-4312-95ce-38c4b92815ab · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:27.764919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d3ae11-6940-4465-b6d2-45ae956f336a · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:27.933864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407b9831-af7a-4d0d-bdb0-005d367a5b30 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:44:36.215754Z

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.

Observation 16425e82-50fb-4e09-a141-ac9f9cdcab17 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:28.195340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdccff1e-2b2b-4eb6-9712-161ec3114885 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T15:44:31.814757Z

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.

Observation 6fdca278-8915-419d-99ac-7a4f2ac5cd0e · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:28.515999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a1e29f-cc54-4e23-92df-211cbde78ee0 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:44:35.885737Z

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.

Observation c1b0b121-01e2-4bd5-aac0-1e849049c49e · outbound

This paper cites o rg Schl \.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals o rg Schl \

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:44:35.626161Z

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.

Observation 486c2ae8-00d4-41b9-89a5-34263a8594c1 · outbound

This paper cites o rg Schl \.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals o rg Schl \

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:28.804745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4933804-24fb-4fbf-8316-58d2a8644657 · outbound

This paper cites Qwen2.5 Technical Report.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Qwen2.5 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:28.900244Z

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Unavailable: canonical work link unavailable.

Observation af6cf771-22be-4748-8787-37cac2b2425a · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T15:44:31.447121Z

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.

Observation 82ec1ccd-cc26-484e-ba3c-7125d2f6a1f3 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:29.085098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16614cd7-9449-4205-b7a3-8ff8858f5041 · outbound

This paper cites Manning, Andrew Ng, and Christopher Potts.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Manning, Andrew Ng, and Christopher Potts

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:29.236695Z

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Observation c66d15c2-8c8d-463c-94d2-158f024682d0 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:29.354746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba62b38-02ae-4262-9393-235e83889d6a · outbound

This paper cites Text Classification in the LLM Era -- Where do we stand?.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Text Classification in the LLM Era -- Where do we stand?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:29.464953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731fe4f2-593d-4e92-a1d4-25975a6519c1 · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-07T15:44:31.092070Z

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.

Observation 6397cb28-4e40-4d5b-a9d6-ca31560ef29f · outbound

This paper cites FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:44:33.641915Z

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.

Observation 19508210-7d82-4a4a-9420-83a7bf1da4ff · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:29.765292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e3b136-49ab-40e2-9eee-3141a776c9cb · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T15:44:30.787790Z

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.

Observation a0e27e0f-4ef5-4a0e-a53b-3228ffd9b74a · outbound

This paper cites an unresolved cited work.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:30.023875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f771dca3-1144-4307-86df-76a604f22cd0 · outbound

This paper cites Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, and Dietrich Klakow.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, and Dietrich Klakow

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:30.124745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579fd5d3-a216-4301-9e5c-09af59736928 · outbound

This paper cites online" 'onlinestring :=.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:30.255876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f8babd-db04-427c-8d59-44abe76985ea · outbound

This paper cites write newline.

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:30.355862Z

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Pith citing papers

No inbound Pith citation observations are available.