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Paper Citation Record · LEDGER

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders

As of 6 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2605.27354.

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

pith.paper-citation-record.v1
2605.27354 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T18:52:23.076742Z

measured 3 of 3 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb4baeac-24e1-4205-91b3-59272325390a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders Training Verifiers to Solve Math Word Problems

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-06-29T18:53:51.088894Z

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=2026-06-29T18:52:23.076742Z digest=sha256:197a04a13fc68ef26615fb3222b37cb9aeebb20af29293bbc66903337e90e55f

Observation 03bf5607-b10b-449b-a634-e532ed7c9bac · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T18:53:51.085914Z

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=2026-06-29T18:52:23.076742Z digest=sha256:bce1376fc5130ea5e8dfa53d47dab87e41fbf0b65f28e703cf26c1ccaf8df1e3

Observation 80c65c78-b445-46af-be9b-63c85df82cec · outbound

This paper cites Improving data efficiency for llm reinforcement fine-tuning through difficulty-targeted online data selection and rollout replay.arXiv preprint arXiv:2506.05316.

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders Improving data efficiency for llm reinforcement fine-tuning through difficulty-targeted online data selection and rollout replay.arXiv preprint arXiv:2506.05316

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:53:51.082906Z

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=2026-06-29T18:52:23.076742Z digest=sha256:dab02470b79dcf5bca6c0dbfa66cc8d2cbbea942e096749fb9233b53b4af05c6

Pith citing papers

No inbound Pith citation observations are available.