Paper Citation Record · LEDGER

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2601.21169.

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

pith.paper-citation-record.v1
2601.21169 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:08:34.178762Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15d16db1-0b11-4860-b3e7-d5f179c101b1 · outbound

This paper cites feed all previously generated outputs back into the input.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space feed all previously generated outputs back into the input

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.626771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c4edc3-7575-4e6f-85c7-1ba38719ff00 · outbound

This paper cites , TN } and cell location (i, j), we ex- tract the 3×3 Moore neighborhood pattern around (i, j)with wraparound, yielding a 9- bit code in {0,.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space , TN } and cell location (i, j), we ex- tract the 3×3 Moore neighborhood pattern around (i, j)with wraparound, yielding a 9- bit code in {0,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.854159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42021256-8f46-41fa-85c7-c1c57d3f4f9f · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:32.684904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76d4b3f-1b76-4864-85dd-963dcceb0c34 · outbound

This paper cites Avoidance Decoding for Diverse Multi-Branch Story Generation.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Avoidance Decoding for Diverse Multi-Branch Story Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:32.860463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24957e6-8708-4330-8848-e4aff10b76c4 · outbound

This paper cites Group Sequence Policy Optimization.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Group Sequence Policy Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.364750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe64064-64b0-48c5-8709-302ac9fd4f1e · outbound

This paper cites not X, but Y.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space not X, but Y

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.457060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d336aab2-0592-487e-a8c6-12ff1e7cc0ba · outbound

This paper cites Define c= 1 TN TNX t=1 c(xt),div = min 1, c N 2/4.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Define c= 1 TN TNX t=1 c(xt),div = min 1, c N 2/4

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.742850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542ba315-b20b-4fbd-b361-cb8fc76bc131 · outbound

This paper cites an unresolved cited work.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.995170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b794d0-f733-4b72-87c6-39b7d4779466 · outbound

This paper cites spaceship.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space spaceship

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:34.178762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe87430-de22-42e4-abfb-0a787823317f · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.035932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a01bf16-0a80-4b30-86c0-b5d9ed84bfaf · outbound

This paper cites Controllable Text Generation via Probability Density Estimation in the Latent Space.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Controllable Text Generation via Probability Density Estimation in the Latent Space

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:32.452687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ecd80a-1fbe-4573-bfbf-687568a7f43c · outbound

This paper cites AlphaMath Almost Zero: Process Supervision without Process.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space AlphaMath Almost Zero: Process Supervision without Process

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:32.399343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b30edac-7864-4974-8cdf-95510e95fc0c · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Understanding R1-Zero-Like Training: A Critical Perspective

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:32.549715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf78b10-530d-4aff-a253-3be155ee7e4b · outbound

This paper cites Learning to Discover at Test Time.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space Learning to Discover at Test Time

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T07:08:33.219368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.