Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Saturated Transformers are Constant-Depth Threshold Circuits
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2106.16213.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:20:10.605824Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T07:02:53.889397Z
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 46f67443-bc99-49d0-9490-7fc1ac0ea102 · inbound
Massive Activations in Large Language Models cites this paper.
Massive Activations in Large Language Models Saturated Transformers are Constant-Depth Threshold Circuits
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T07:02:53.891005Z
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.
Observation 0ef39137-910a-4c00-8842-0b66a9624a8d · inbound
Topos Theory for Generative AI and LLMs cites this paper.
Topos Theory for Generative AI and LLMs Saturated Transformers are Constant-Depth Threshold Circuits
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:20:10.605824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c23bbc13-4f3e-452f-899c-48ec87820cec · inbound
A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models cites this paper.
A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Saturated Transformers are Constant-Depth Threshold Circuits
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:46:18.599196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.