Paper Citation Record · LEDGER

TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2309.12934.

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

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:33:50.366783Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T19:05:46.955254Z

0 of 0 outbound references displayed

External citation measurements

No source-named external measurement is stored.

No outbound reference observations are available for this paper version.

Observation 79ebe680-871e-4494-a42a-a7c0c6f9a136 · inbound

Reference 73

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 324e2ab9-a805-4d3d-9da1-c5c44e7fe494 · inbound

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T05:33:50.366783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.