Pith. sign in

Paper Citation Record · LEDGER

An expressivity analysis of hierarchical modelling in deep transformers via bounded-depth grammars

As of 9 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 1 inbound Pith citation observation for arXiv:2606.17522.

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

pith.paper-citation-record.v1
2606.17522 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:11:52.303942Z

measured 3 of 3 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:24:29.073277Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:24:29.421437Z

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27b487ed-acd6-4937-9e7c-3ff0131e8c5c · outbound

This paper cites Traverse the derivation tree shapec at leveli+ 1.

An expressivity analysis of hierarchical modelling in deep transformers via bounded-depth grammars Traverse the derivation tree shapec at leveli+ 1

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T11:11:52.303942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:11:52.303942Z digest=sha256:bf3c4ddb6c2e1f89bb1ef3ecb0a6ec0e27d7f60d7da2990693a520c8ffb3d651

Observation 1349e79d-1d72-4859-abf0-e08325d41b8f · outbound

This paper cites A Provably Correct Algorithm for Deep Learning that Actually Works.

An expressivity analysis of hierarchical modelling in deep transformers via bounded-depth grammars A Provably Correct Algorithm for Deep Learning that Actually Works

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-02T11:11:52.259969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:11:52.259969Z digest=sha256:7c55d94068caf79507207597594731db175d805f4f3708fc6fad5a7801450da1

Pith citing papers

Observation 39aee741-19ad-47e1-bba2-965f5924236d · inbound

Protoreasoning in Tiny Transformers cites this paper.

Protoreasoning in Tiny Transformers An expressivity analysis of hierarchical modelling in deep transformers via bounded-depth grammars

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T12:24:29.427373Z

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.

source=pdf_text observed=2026-08-06T12:24:29.073277Z digest=sha256:439d2b4d1d591aba20d021eb7c36f53629b326f4966d294b20f264297e265c9d