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Paper Citation Record · LEDGER

Transformers are Universal Predictors

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2307.07843.

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

pith.paper-citation-record.v1
2307.07843 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:27:47.504548Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T22:27:48.579372Z

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 973df1ea-cee4-422d-a0d9-0575f5720d76 · inbound

A non-ergodic framework for understanding emergent capabilities in Large Language Models cites this paper.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Transformers are Universal Predictors

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:27:48.583620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:27:47.504548Z digest=sha256:7b803e08cbcd83962e20c0d8824ef63620db3eb924ddb30064fe60a08028d8e4

Observation d8fd6b96-c44b-4369-a494-77f06c3c3a99 · inbound

Quantum Maximum Likelihood Prediction via Hilbert Space Embeddings cites this paper.

Quantum Maximum Likelihood Prediction via Hilbert Space Embeddings Transformers are Universal Predictors

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-02T22:06:27.414418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:06:27.414418Z digest=sha256:92b9edd8b50b9f789a20269a41966bedee53dcc13ce2a816da5ffdcc30c0611b