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Paper Citation Record · LEDGER

Step-Level Sparse Autoencoder for Reasoning Process Interpretation

As of 5 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2603.03031.

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

pith.paper-citation-record.v1
2603.03031 v3

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:14:25.753494Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T05:31:29.510639Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:36:40.319231Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eaee600a-6e48-47bf-abff-ea8e38d2159b · outbound

This paper cites Qwen2.5 Technical Report.

Step-Level Sparse Autoencoder for Reasoning Process Interpretation Qwen2.5 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T19:14:25.626174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:14:25.626174Z digest=sha256:74377555fe32502abb63ff5993252863eaac9750f24717b8c87d5fb4c810c3b0

Observation 430a5f97-9b16-40a4-8f55-6b19df213911 · outbound

This paper cites Huben, R., Cunningham, H., Smith, L., Ewart, A., and Sharkey, L.

Step-Level Sparse Autoencoder for Reasoning Process Interpretation Huben, R., Cunningham, H., Smith, L., Ewart, A., and Sharkey, L

Reference 2021

Resolution
malformed identifier
no resolver link, observed 2026-08-02T19:14:25.477029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:14:25.477029Z digest=sha256:bdbeaa3f7fcdfdaa1187599437db53e90b884ac905d70a9e6c88d5fbe4259af6

Observation d1325f91-3a6a-477c-bb98-c171d61b74e7 · outbound

This paper cites Steering Language Models With Activation Engineering.

Step-Level Sparse Autoencoder for Reasoning Process Interpretation Steering Language Models With Activation Engineering

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T19:14:25.753494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:14:25.753494Z digest=sha256:8d5b67ccebbf1b2fdc1346486c78f75202824541fe6fba3191be7525facab3a5

Observation a9736583-e47b-473f-b2da-42b840cef856 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Step-Level Sparse Autoencoder for Reasoning Process Interpretation Training Verifiers to Solve Math Word Problems

Reference 2025

Resolution
malformed identifier
no resolver link, observed 2026-08-02T19:14:25.376978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:14:25.376978Z digest=sha256:2376eb00afa1fbfa69c4d56088dd042c3c145a37eec4c895aa4ba65c9ed781c4

Pith citing papers

Observation 9c367d0a-6f45-44a5-af60-2620722f1bbb · inbound

Steered Generation via Gradient-Based Optimization on Sparse Query Features cites this paper.

Steered Generation via Gradient-Based Optimization on Sparse Query Features Step-Level Sparse Autoencoder for Reasoning Process Interpretation

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-06-02T03:04:39.736564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-25T05:31:29.510639Z digest=sha256:15c61fec6c40d9ed23455991bd7b17c32df7345d94d6c99903336887e5cb6d30