Paper Citation Record · LEDGER

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness

As of 5 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2503.16072.

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

pith.paper-citation-record.v1
2503.16072 v4

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T23:29:50.412674Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

12 of 12 outbound references displayed

verified exact4
verified fuzzy8
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a2e4d90-4ed8-461a-924d-4b8da4a817e8 · outbound

This paper cites Preprint.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness Preprint

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:32:15.545015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 642b46d7-505c-43bd-b4f6-d10351af91ce · outbound

This paper cites The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:32:15.549899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 83c89a39-051b-4357-8417-20fdb632f658 · outbound

This paper cites volume 47 of Advances in Experimental Social Psychology, pages 55–130.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness volume 47 of Advances in Experimental Social Psychology, pages 55–130

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.952835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0ad5af4e-a9ee-4082-a006-90913625a205 · outbound

This paper cites Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:32:15.555131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 68c460fe-e62c-4d7c-868c-062f2f900d53 · outbound

This paper cites Fred Shaffer, Rollin McCraty, and Christopher L.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness Fred Shaffer, Rollin McCraty, and Christopher L

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.945977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 55feb9c4-2065-4363-a247-4dbf5a66dc72 · outbound

This paper cites Qwen3 Technical Report.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness Qwen3 Technical Report

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:32:15.539809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 78d9196f-57f4-4823-8a20-d664262fbc8f · outbound

This paper cites I totally agree , it's a complete mess.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness I totally agree , it's a complete mess

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.966019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b0a6c1ae-ab83-4d37-9169-01ee81da087c · outbound

This paper cites I think we should give it some time to see the effects.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness I think we should give it some time to see the effects

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.961105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b2f3e528-8b54-418d-9afe-0cbcc347a6b5 · outbound

This paper cites This policy is the worst decision ever made by this administration.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness This policy is the worst decision ever made by this administration

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.971116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 310ce59f-ca9a-4fc1-9f82-1b3d5cf358ad · outbound

This paper cites I don't have a strong opinion on this.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness I don't have a strong opinion on this

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.975149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2f2c6e0d-af27-46ba-8e31-f5a92e926c54 · outbound

This paper cites LOL , shut up Karen , nobody cares what you think.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness LOL , shut up Karen , nobody cares what you think

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.956729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 441eaf37-79fb-498c-badc-bae468dcb887 · outbound

This paper cites I kinda like the new policy.

Toxicity Detection Should Measure Contextual Harm, Not Text-Intrinsic Badness I kinda like the new policy

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:32:15.949376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.