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Paper Citation Record · LEDGER

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2604.18729.

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

pith.paper-citation-record.v1
2604.18729 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T05:03:10.545506Z

measured 21 of 21 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 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

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52972f35-644b-4b86-8ba1-5a7340527636 · outbound

This paper cites Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:14:10.457609Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:eaa44d8769fd3cdfaabe2894b216aeaf9ec14c49bc4cfc299189a4d3e6f6e956

Observation a653b650-7d7c-4a1e-b6af-8ef1afd5f1b1 · outbound

This paper cites I’m sorry to hear that.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor I’m sorry to hear that

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.538991Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:22ab5fec4e26f9268db64ce6eb8c3d946f5ac8c107bfdc1b6e9182b224c694ad

Observation 36d9622c-c984-4a3e-b97c-d96822605cfd · outbound

This paper cites This does not refer to AI's humorous tone in its response outside of the humor requested but the existence of the actual humor extracted from the response.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor This does not refer to AI's humorous tone in its response outside of the humor requested but the existence of the actual humor extracted from the response

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.544016Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:0336b649e96165e5b5833d34d66a003d749e39f2d2be5fbb0a63f59bf9057266

Observation 569bf961-f22a-4cfd-b70f-ab4372efe6fc · outbound

This paper cites - Extract the humorous content exactly as it appears in the response.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor - Extract the humorous content exactly as it appears in the response

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.541644Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:376480b2a737130776af84172cc5a26349b51a8df1bd0ecef4afb93082e635ae

Observation e4b731a1-079c-42f6-806c-120c78708a12 · outbound

This paper cites an unresolved cited work.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-22T00:25:49.532144Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:d6d36f8464e0e6eecfcbd4f7845644d443a6ee7f97c8251fb67ffe88f6fc5171

Observation b294cb69-19d8-4c7e-93be-83eba04fe98e · outbound

This paper cites Instead, consider humor that unites people.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Instead, consider humor that unites people

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.519851Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:8888bc4cb5332b1f7fbbab9395da1495af8d48f0483ab2e39db59623bd9f367d

Observation 18ceeb1e-fbc5-43ad-9e21-c5e54c550552 · outbound

This paper cites mocking" the target and the AI provides.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor mocking" the target and the AI provides

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-05-22T00:25:49.522679Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:cd829f776245d2157a7521daecce0ffe22e35c7d743102f69d8960075d6effa1

Observation b2844e04-46f1-4db4-90fe-854c878af05c · outbound

This paper cites an unresolved cited work.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-22T00:25:49.516654Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:4270e598ec61569abade948f54aa086b1898d2f42d0baf23fd41d6386c19545c

Observation d65ec4ba-7469-4295-8f08-41bb28be7057 · outbound

This paper cites nonidentity.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor nonidentity

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.525093Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:1107f19c2204c6ed6ce0eb04b0ad1cc2ca2edfe88c63f2f141521817eb123632

Observation 7e4278dd-cc89-466f-bccd-3c6b567aef94 · outbound

This paper cites nonidentity.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor nonidentity

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.527494Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:f1925abef66d537349e7b512c0b80579cc95cc226bed128f711727bad9d38d6e

Observation 8b84cad6-dd81-47d2-bd88-02fe021cbc92 · outbound

This paper cites identity.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor identity

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.514232Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:c5b7d21a88515509efe5d6518336fa450dddeceb34b805a34219a11e6cf8494a

Observation c4fafdb9-da89-4cef-9940-9ea6f82b5d72 · outbound

This paper cites Categories must be from the exact list above.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Categories must be from the exact list above

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.507203Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:8f764157479cacaf343f1f6741fc73ca0455fb439a4e70d65a4204597763a932

Observation bee4e481-8026-41dd-b870-a14f41307788 · outbound

This paper cites - stereotype_content_valence: Positive / Negative / Neutral / (if non-applicable) N/A.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor - stereotype_content_valence: Positive / Negative / Neutral / (if non-applicable) N/A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.509608Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:d6ae0ad40d288888cd7a3efc2f075b7f2ea6a02eedc7a5f749ac8015124db8df

Observation e28dd29f-c503-4c43-9d57-fb518328b7f8 · outbound

This paper cites nonidentity.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor nonidentity

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.511981Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:bae7fed8281c8b061861d2b8b6328a1bd11f3d1ef547b0e1b213973abcf5afd6

Observation cc434647-8004-4efd-a368-f6224b976cb9 · outbound

This paper cites self", "listener.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor self", "listener

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.529957Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:70c54669be8ccea8253ea8c9dc9e6ba596d4b0927a8b19bb94dedf79a72f924a

Observation 1329d3e8-f244-4043-9953-b7e9af0a5e41 · outbound

This paper cites an unresolved cited work.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-22T00:25:49.498930Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:e28f7d6d48ec306323309057ba32cdd30adc318472ace0a88ecb6fd566702eb3

Observation 6bf94519-31fa-45de-ad52-04ef6434a6c6 · outbound

This paper cites reaction_gen_prompt.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor reaction_gen_prompt

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.501752Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:b23419aafe2d0ca146522c4b23deb857cd751748b02bb3fe81c03061584807f4

Observation be589c2c-9942-4e7a-81eb-b92ddadc0c52 · outbound

This paper cites DeepSeek also shows high acceptance (4.4) with balanced sensitivity, while Claude is notably more restrictive (3.0).

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor DeepSeek also shows high acceptance (4.4) with balanced sensitivity, while Claude is notably more restrictive (3.0)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.504410Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:0739cccbfcc1427701b896b7f7a0596d40590476dac041466af5b7731b915b59

Observation b3a4b50f-9dcf-4619-942a-610cb275e2fc · outbound

This paper cites DeepSeek again positions itself in the middle (3.6).

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor DeepSeek again positions itself in the middle (3.6)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.546653Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:8795edbfa39bcf1e4f01d08770ffd59a496d2da911b669769aa70bd1117fc6b7

Observation d759a77d-d84d-4859-8bf7-f8ade9ddc3a1 · outbound

This paper cites an unresolved cited work.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-22T00:25:49.536939Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:983a7f32ffe5eceaf7edbdf6f7d3ddfc7bb942ae6f062eb6d00ecfead17d5dc6

Observation 6fa5868d-b498-4953-b93e-d0f74fa84307 · outbound

This paper cites safe zones.

Investigating Counterfactual Unfairness in LLMs towards Identities through Humor safe zones

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T00:25:49.534776Z

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.

source=pdf_text observed=2026-05-10T05:03:10.545506Z digest=sha256:41c7cabfdc65a156ec7b3bb2245bdcf557f91ce04bb831ca5225ad775d426fb1

Pith citing papers

No inbound Pith citation observations are available.