Paper Citation Record · LEDGER

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2604.10918.

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

pith.paper-citation-record.v1
2604.10918 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:22:25.648004Z

measured 13 of 13 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 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

13 of 13 outbound references displayed

verified exact1
verified fuzzy4
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e64ed3d2-4775-4f5e-b875-b75b61a14243 · outbound

This paper cites Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:58.382781Z

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.

Observation d29e3faa-7cfa-4fb1-be28-d294e7bb3037 · outbound

This paper cites Qwen3 Technical Report.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Qwen3 Technical Report

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T09:00:58.386533Z

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.

Observation 63a1bf6e-5ad6-479e-802d-dc87374102a4 · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.853548Z

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.

Observation dce24f61-7152-48c3-a937-19e4b62fb9c2 · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.859100Z

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.

Observation 19a25703-71bd-46aa-8270-9133f284ac56 · outbound

This paper cites The type, number, and position of the lines must match exactly.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation The type, number, and position of the lines must match exactly

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:44:53.870506Z

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.

Observation fad089ed-fdcc-484b-a453-1ccaafe37dd8 · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.873039Z

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.

Observation 7bcb4e93-60fb-4c4c-b67d-1e0d884bc9e2 · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.864382Z

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.

Observation 119a2677-924f-4edc-bf48-346f56c6f61f · outbound

This paper cites Alignment.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Alignment

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:44:53.881202Z

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.

Observation dd293e37-2522-403d-b5b8-f89cf8c44b3e · outbound

This paper cites Minor differences in LaTeX syntax (e.g., alternative math formatting) are acceptable as long as the rendered result is the same.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Minor differences in LaTeX syntax (e.g., alternative math formatting) are acceptable as long as the rendered result is the same

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:44:53.878561Z

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.

Observation 4415cc78-fcd8-4daa-aa5a-3e0a18be8f7f · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.875711Z

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.

Observation 7d114006-ecae-47ab-9424-9a49fe52ec2e · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.883719Z

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.

Observation 5cdc9dff-ed7d-4a14-a075-2f799f2ec552 · outbound

This paper cites an unresolved cited work.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:44:53.856504Z

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.

Observation c3ba7d71-2049-44a8-8341-9aba0789a730 · outbound

This paper cites Content": {.

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation Content": {

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:44:53.867348Z

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.

Pith citing papers

No inbound Pith citation observations are available.