Pith. sign in

Paper Citation Record · LEDGER

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale

As of 9 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2603.06592.

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

pith.paper-citation-record.v1
2603.06592 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:35:08.297157Z

measured 5 of 5 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 2026-06-28T01:48:12.958931Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:46:57.342094Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94518f96-5df6-424c-9e59-f950c286ce96 · outbound

This paper cites Thinking Like Transformers.

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale Thinking Like Transformers

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T04:35:08.297157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:35:08.297157Z digest=sha256:c900ba21e80892fe5774895a46e61734169c705a55834791969b4e157148dc0c

Observation cc77d75f-2b06-411e-b7b1-0f83340470da · outbound

This paper cites Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks.

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T04:35:07.949317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:35:07.949317Z digest=sha256:4f034f8e22fa6220c73bc204c2117777115f5929fc0e075368a9793d08cc3bcb

Observation f9debf41-d372-400e-b1dc-442b28ba0601 · outbound

This paper cites Unraveling Syntax: Language Modeling and the Substructure of Grammars.

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale Unraveling Syntax: Language Modeling and the Substructure of Grammars

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T04:35:08.189705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:35:08.189705Z digest=sha256:8ae8417972963506df30ec3c51a6356368ad0f6bfb957300671f76ab2ccb0f0d

Observation 929b7598-e582-4914-9e7b-589184c18db8 · outbound

This paper cites Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks.

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T04:35:08.031716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:35:08.031716Z digest=sha256:4ffbfd480a231091281ea0512cccb5f0d49d6f35a7add2ffcd9dea585d19e30b

Pith citing papers

Observation 3fd8214d-ebf5-4f93-abd6-79b306185fcd · inbound

Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery cites this paper.

Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-07-15T02:21:10.988376Z

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=arxiv_source observed=2026-06-28T01:48:12.958931Z digest=sha256:14ea4699c23a6919ef07b436175da98039c23b81679e13e8f5725137f3c2e28b