Pith. sign in

Paper Citation Record · LEDGER

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning

As of 9 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2605.27000.

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

pith.paper-citation-record.v1
2605.27000 v3

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T15:56:23.031807Z

measured 11 of 11 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 2026-07-14T06:44:16.198117Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

10 of 10 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a6a14b2-68e6-424d-a72e-2dbd7a1b3645 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Training Verifiers to Solve Math Word Problems

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:993003f44634a934f0726a082b80a57bd7551840d0454801dc7b2f02888c0019

Observation c9ad50ca-f78f-4e37-93aa-d8f48db953a6 · outbound

This paper cites Jointly Reinforcing Diversity and Quality in Language Model Generations.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:7ce164924ffadfe9287c9830ee40c7ba56e3abc7a9e6f227cb5a31b19dee01b6

Observation 3661cc4c-d131-438a-9e8b-1e9f18db1b6a · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:92f469caafe675cc8a357dfede3968776895ed2a73de15664e5d035c96067afb

Observation c3744483-0792-4a88-83ed-60427d3bf381 · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:18a876deab021da9ff30b3549558f29810177467be176704e39110934421c288

Observation 1735f637-c33e-407c-90f5-6d8b9f44326d · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:ba1727a99568ab14a231d7309b91994f76d286d8ec00cc2ce36e194159aba950

Observation e28a69db-585f-4f33-b895-e998d5e718d0 · outbound

This paper cites This comparison isolates the effect of adding a planning prompt before code generation.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning This comparison isolates the effect of adding a planning prompt before code generation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:4cddf5a3616a7d9b84d8a27281042ae9c9ff1416219cccc1e069280c3ecb7d4f

Observation 05eeadda-b477-4cd0-bbad-d4c21cd4169f · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:b66ba8a2f97fa7e471f3c0654e3369156b68941c3656c0c18c5aa6c377104519

Observation ef00001e-aef3-4810-b189-60d311a09d9a · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:5d03bcbbe1262f24f3b7e7458cabd180ecc4d151b8cc9ad2d962407c2f644edc

Observation 43f3f223-a095-4a56-97e5-03d2dddeb40d · outbound

This paper cites an unresolved cited work.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:6a991754147e31341fcdbcb8403fd2d0d150de21b290ddf4225dd01fd79947f1

Observation 4d4f5e79-42a2-44fc-a125-a0301cd00fe7 · outbound

This paper cites This comparison isolates inference-time multi-plan search without planner training.

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning This comparison isolates inference-time multi-plan search without planner training

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T15:56:23.031807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:56:23.031807Z digest=sha256:7c1543e869d2476eb85cc217271b7e574ba8eb7cce9a01530bd1ddcd2a9a2a77

Pith citing papers

Observation ed8d7280-4a59-4eba-95e4-82f389799c64 · inbound

Rank-Conditioned Sample Reuse for the Plackett--Luce Best-of-$K$ Objective cites this paper.

Rank-Conditioned Sample Reuse for the Plackett--Luce Best-of-$K$ Objective Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-14T06:44:16.198117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T06:44:16.198117Z digest=sha256:2a64d2098f7b172d0194c52b5fefecfded12ae92494a2480b798014c4aaaedb0