Paper Citation Record · LEDGER

HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2309.02731.

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

pith.paper-citation-record.v1
2309.02731 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:53:48.942213Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

6
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f0b4a6ff-c6fb-40af-b522-6d99e91bd314 · inbound

The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text cites this paper.

The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:53:48.942213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04427e38-959a-4248-a8e6-4e37601bb78d · inbound

Stylometry recognizes human and LLM-generated texts in short samples cites this paper.

Stylometry recognizes human and LLM-generated texts in short samples HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:10.978314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1990dd-70a6-4833-aeac-f1edcf849f51 · inbound

StylOch at PAN: Gradient-Boosted Trees with Frequency-Based Stylometric Features cites this paper.

StylOch at PAN: Gradient-Boosted Trees with Frequency-Based Stylometric Features HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:58:36.759924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df760b82-e47e-4a06-b02a-302c346eac28 · inbound

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark cites this paper.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T12:01:36.355414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0152d06d-b1f2-4d5e-98b0-5af91675dd6f · inbound

Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators cites this paper.

Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:40:29.194062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 41e2a174-f679-455b-b1c6-217c85e61a96 · inbound

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities cites this paper.

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 79

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:06:44.542126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84ea2733-a872-4459-945a-8aad144418fe · inbound

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift cites this paper.

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 88

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:40:00.603148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c12e1c17-ceb7-4b99-a28a-ce0a68864ebd · inbound

Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability cites this paper.

Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T21:58:20.755128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.