Pith. sign in

Paper Citation Record · LEDGER

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2505.21710.

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

pith.paper-citation-record.v1
2505.21710 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:24.223185Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d15bc212-f3c1-4939-a41a-3c1454083669 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:31.130325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:21.762340Z digest=sha256:ff54f240bd7ac694bd1ccf87ca922305bfdd5c5e30b97f091154a38a1399fec9

Observation 4383ed16-f2b2-44b6-ad7c-9da444ac7ff1 · outbound

This paper cites Hurtlex: A multilingual lexicon of words to hurt.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Hurtlex: A multilingual lexicon of words to hurt

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:30.904748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:21.840427Z digest=sha256:6e38f9a330e542172c603d009498733d50f643fd70a07e8ee4459fc2acaa4c57

Observation 95bc95e9-4dea-4989-b6b2-96388f113d9e · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:30.664835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.035036Z digest=sha256:6562a93df96629f76ca4634de0a81f19af7ebaeda2dbc11330d17b74dd599a92

Observation dda82c60-d20e-413e-b698-8901a23c0e89 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:30.471077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.159065Z digest=sha256:a37ef0b4a5a2ec073c88b382c99c712404f712c0eecdd0432354f0397395b4d2

Observation e96f98c1-4083-41e4-940a-02ba09eaa95e · outbound

This paper cites , Jones, B.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study , Jones, B

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:30.294724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.239439Z digest=sha256:dd1a7e4a6ab1851ddae9b9d974a8b178ed1c7d26ef74099c5f7c6ab12bdbede6

Observation b98492cd-9da1-434e-9949-953aec320c32 · outbound

This paper cites S., and Yadav, P.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study S., and Yadav, P

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:30.178708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.331366Z digest=sha256:246fda2e6496827287d1318f17ffad7de85b29429788927dc72db49dd0dd5c65

Observation d8d5994f-de88-4827-89f1-01b9f8ddc20b · outbound

This paper cites U., Munot, M.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study U., Munot, M

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:29.943135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.394751Z digest=sha256:6c831d2896f7e8b9d9553c6b4b7409fed597f1bf3a57f6d8f088c05d4e8df285

Observation 928a6a2e-51ef-4edd-bc63-14ec13e124cd · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:29.734737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.503007Z digest=sha256:73b286235fc60ca86b3f196b8a102bcd01a70676348670c22db94ca83b59e229

Observation 6f9a63a7-8fd7-48f3-97f0-88e08b432551 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:29.570659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.635082Z digest=sha256:da1ffd90bd05c3852a6844adf934ef7cc4df7434651554489916189f4d845f9b

Observation 248fdf47-fad2-4576-8db6-13d52c051863 · outbound

This paper cites Watch Your Language: Investigating Content Moderation with Large Language Models.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Watch Your Language: Investigating Content Moderation with Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:30:22.703382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:30:22.703382Z digest=sha256:5d97999560e2c50429bea018fff8e405194f4cc52fe1efc213af18a729bd7491

Observation 8da7cf3c-21ad-4c3d-a683-f1ec8e590b68 · outbound

This paper cites V., Zhang, Y., and Tan, C.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study V., Zhang, Y., and Tan, C

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:29.297082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.786686Z digest=sha256:a79927305027cacd129cfb4054d43033f8967095872c7c93ae5fa11e13270628

Observation 555f276e-b256-478d-ab37-720dfbffa484 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:29.068496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.858170Z digest=sha256:6a76db55a566782be4f8306204d22246e72bb1d655a5ea2f856d21eb2c3206cd

Observation 20ab3b95-90cd-45a0-a587-b0efc041af67 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:28.894616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:22.971164Z digest=sha256:d57a6da473eabcf1369e9f4192a203704c8c5806c23d9f0baecad9d3d7627e6c

Observation 3f35dc76-9d72-47df-bf09-a65dea47b13b · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:28.787280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.074500Z digest=sha256:813acdd4212e11441dcee7e02253b298be3c3ae216f01f12ff5fd239299fcaf5

Observation 28df550c-43fe-49f7-b0f8-e44564651169 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:28.636548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.196365Z digest=sha256:6c7571340aff526f2e69d18d41fb8655bb1d2a0910e074859b657c14216663cb

Observation 950e85d9-d12f-4fad-aef4-1dfedc6400dc · outbound

This paper cites and Schitter, C.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study and Schitter, C

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:28.467535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.286090Z digest=sha256:878f028209444fde0555357b8a098524631c5445cc35bd4ad0e363346d5883c9

Observation cad63fc2-c1ce-4589-84d3-13af5dec9058 · outbound

This paper cites , Sayeed, A.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study , Sayeed, A

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:27.916150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.338015Z digest=sha256:29988f4fc791bd0fd6be35ce6387f1921cdfdba3a49d48866c49441b1234a592

Observation 38986b85-fb6b-47a6-88df-505ed9079fee · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:27.628331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.427806Z digest=sha256:1eb9d1e42ff26a1c40a4cd4ae3f0a20e6d9a1adc3afadf114e24853abfc84ad7

Observation 3cd1e85d-99d3-4d27-8095-e883d08538db · outbound

This paper cites P., Danescu-Niculescu-Mizil, C., and Levy, K.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study P., Danescu-Niculescu-Mizil, C., and Levy, K

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:27.260318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.505007Z digest=sha256:76a705b3e8d709dc4ca56f05b6af48dee9045437fe6a1225ccbd9d8267533010

Observation f132b5e9-0297-4e9b-bc65-89168377e5e0 · outbound

This paper cites F., Barbarestani, B., Tufa, W., Vossen, P., and Markov, I.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study F., Barbarestani, B., Tufa, W., Vossen, P., and Markov, I

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:27.015049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.643921Z digest=sha256:ace655d726352165552acf04429f09172c2f4807703876841f6a51780d4d48fc

Observation 1c0c1c40-14fc-46b2-9204-77e7b0a24622 · outbound

This paper cites P., Hom, G.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study P., Hom, G

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:26.554827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.733328Z digest=sha256:3e426c844223702cdd58d9c31ebbc743b0e34a05250c8a23074ebf4eb2097b48

Observation 9e3fc6f5-8ef0-4c36-a5d1-55c43b9de222 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:26.255060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.824960Z digest=sha256:1b7d0425fbc7cb0e851d342e1636889c3cfcf675e071521d64d65b0d59c2973c

Observation f323fb5d-5b87-4209-a43f-eea0a427de7e · outbound

This paper cites and Derczynski, L.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study and Derczynski, L

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:25.945530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.941217Z digest=sha256:6583914f01e234ede6d121e945fa246d962b2678bef212a364af6c1bf5c4c850

Observation 19b9b7e0-df36-488b-9b3f-5fa16a2c0267 · outbound

This paper cites an unresolved cited work.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:30:25.635295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:23.994854Z digest=sha256:b9216ee96835f11993db9fdfc703f4122cae0c0ed74b3f8b3ee0126a0fc58db6

Observation 41474e54-db23-44ed-aa32-5369ddbcf632 · outbound

This paper cites , Ngiam, K.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study , Ngiam, K

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:25.242381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:24.094833Z digest=sha256:91921fc61624c21da5def09d0c293bc0763350a5e486e4b60617a4718cda45b2

Observation d6a04b11-fc88-408e-a8bc-b4366a87b20c · outbound

This paper cites and Zhang, L.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study and Zhang, L

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:24.834844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:24.162196Z digest=sha256:67dd1b5bb2a3d04f4aa27136d0494fbf46527f9aae2ac27788595ea83bbcce10

Observation 04a37366-927e-4ed5-b0c4-9a9bfdef1feb · outbound

This paper cites , and Xu, R.

Assessing and Refining ChatGPT's Performance in Identifying Targeting and Inappropriate Language: A Comparative Study , and Xu, R

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:30:24.604805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:30:24.223185Z digest=sha256:18f169cd33fce151d852b6e11b47bf8cc3b8badffec619a3def68570d98c1e99

Pith citing papers

No inbound Pith citation observations are available.