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Paper Citation Record · LEDGER

Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.16857.

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

pith.paper-citation-record.v1
2502.16857 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T17:32:43.664618Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T17:34:57.462683Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 246b4938-e9b6-462f-9e75-4072ad3fa592 · inbound

Findings of the Counter Turing Test: AI-Generated Text Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Text Detection Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:29:39.550612Z

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=2026-05-21T05:27:40.931842Z digest=sha256:5cd8ee7e725ca8c23f9ffff9133ad55a5c1b5ac18e192d99994f7cf00331b5ab

Observation 131afaab-2177-4275-828b-b2ef0c0b3a03 · inbound

Findings of the Counter Turing Test: AI-Generated Text Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Text Detection Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-06-30T17:34:57.464399Z

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=2026-06-30T17:32:43.664618Z digest=sha256:4e0096ac788f5536a4e00ebc47c23e49b3e1329e1738d805d64cc1fa0ff42f21