Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:47:13.643313Z
Paper Citation Record · LEDGER
Emergent effects of scaling on the functional hierarchies within large language models
As of 17 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2501.07359.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
7 of 7 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b40124e9-668c-429b-b693-74e9e9b5fa0d · outbound
This paper cites & Seddah, D.
Emergent effects of scaling on the functional hierarchies within large language models & Seddah, D
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:47:13.771651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9788d211-7998-4c9f-8522-d5b452da0359 · outbound
This paper cites BERT Rediscovers the Classical NLP Pipeline.
Emergent effects of scaling on the functional hierarchies within large language models BERT Rediscovers the Classical NLP Pipeline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:47:13.608073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ba9b9f9-dc59-4c6d-8735-e4dd6158e53b · outbound
This paper cites Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics.
Emergent effects of scaling on the functional hierarchies within large language models Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:47:13.618322Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c21ead-10c1-480e-855c-852d427613a3 · outbound
This paper cites Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing.
Emergent effects of scaling on the functional hierarchies within large language models Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:47:13.624256Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79358eb8-928a-402e-bbe6-6a9b684a1787 · outbound
This paper cites Emergence of a High-Dimensional Abstraction Phase in Language Transformers.
Emergent effects of scaling on the functional hierarchies within large language models Emergence of a High-Dimensional Abstraction Phase in Language Transformers
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:47:13.632664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6833f37b-c52d-4eab-a190-f7b8d374d915 · outbound
This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.
Emergent effects of scaling on the functional hierarchies within large language models DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:47:13.636778Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 231e4f03-81e8-4216-b1a2-cc7160591dd7 · outbound
This paper cites an unresolved cited work.
Emergent effects of scaling on the functional hierarchies within large language models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T20:47:13.759183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.