Paper Citation Record · LEDGER

A Statistical Framework for Ranking LLM-Based Chatbots

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.18407.

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:15:36.799873Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:47:27.676968Z

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 9e7fb863-4065-4c85-9557-cca8750a56db · inbound

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:15:36.799873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cda7e38-ea7d-4e01-84a1-0f637ac7c0d7 · inbound

Reference 4

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.