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Paper Citation Record · LEDGER

Pre-Trained Models: Past, Present and Future

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2106.07139.

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

pith.paper-citation-record.v1
2106.07139 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T22:15:55.771833Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T22:18:36.799247Z

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 3d5d4689-0629-42e7-8f61-5e3adf7b7075 · inbound

A Rule-Aware Prompt Framework for Structured Numeric Reasoning in Cyber-Physical Systems cites this paper.

A Rule-Aware Prompt Framework for Structured Numeric Reasoning in Cyber-Physical Systems Pre-Trained Models: Past, Present and Future

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-16T22:18:36.800919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T22:15:55.771833Z digest=sha256:2d05fe53870ee4fa1ccde6f09bba20ef033e94d7309b9f5dbf0b72d08233450f