Paper Citation Record · LEDGER

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2507.07495.

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

pith.paper-citation-record.v1
2507.07495 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:48:33.795417Z

measured 45 of 45 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:05:05.401790Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:05:35.116493Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy4
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f80604dc-e968-421f-a25b-f7f58c1b7971 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:42.851751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57e64e6c-85b3-47a7-913b-dc9ae01d8f99 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:42.645256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cd4c3133-1a62-4400-ae15-22d4f2b15b92 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:42.382507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57aa9490-0dde-4f40-8934-f69673586a2d · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:42.108882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 33bb54b5-5669-48ab-b317-c8eaf05ac531 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:41.931003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4143bf9-4ead-4c5d-8e83-61db31db416c · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:41.665361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ad2cfc8-ee68-48f2-ab4d-76a91c357340 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:41.472109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b0b4e31-bdfc-4b92-aa39-3d2d344d449d · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:41.169202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50370874-d6ef-4eb3-9dad-bd9ff4ae6a7d · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:40.924680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3ae791f-ac9c-4b2c-bcdf-65dfff6446f6 · outbound

This paper cites How to schedule a meeting with your PhD colleague Response.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving How to schedule a meeting with your PhD colleague Response

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:40.650962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 357d767e-26c0-46ac-b772-08fe99e8dea9 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:40.389937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7986257b-ee00-458b-8621-19deca41bd59 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:40.216396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2b7fa2e7-2708-48f6-8ac6-155f50273ef2 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:40.053338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4099e936-047c-4d9e-978f-4ca2965e4ca9 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:39.759248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 63316f84-d09d-438f-adc9-4b8c777ee098 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:39.526130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac487d19-208b-4fe8-90b1-47656cdfc9ed · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:39.254251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d044be3-2254-41c5-9a1c-f3dacbc9dfc9 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:39.064214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6d70c22-df69-4a9c-9760-4e5e248e6911 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:38.902203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff674e2c-3f65-47ea-9246-a417fd4f4734 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:38.692783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 341d16d8-7159-4ea9-ab8b-aea76bec2c70 · outbound

This paper cites How to organize a party for the birthday Response.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving How to organize a party for the birthday Response

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:38.482445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 617bda2b-da19-41fc-b849-3bcc7ffa32cb · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:38.224703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98355443-0205-4b92-829f-07884f337ac7 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:37.977044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cedbf4b3-9c90-4c23-a5e8-a09ed002e57b · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:37.767800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 76654b16-47ae-4bac-a321-f0243012a043 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:37.533089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75b7ff25-bcfe-4fa5-8de4-a0b2a60244a6 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:37.334554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3bbfb7bd-dffd-40d7-97a2-273bf9683e5f · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:37.086743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6794456-b4d4-40b5-a536-6f62e863c494 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:36.820643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 52b180b6-5551-409b-b65d-569f52d02139 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:36.582619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91e8d736-3d6e-4b1c-a509-90ce2013a954 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:36.376798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d660fd5d-5047-4c4d-a2d2-3667bdb23a12 · outbound

This paper cites How to solve a given mathematical reasoning problem Response.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving How to solve a given mathematical reasoning problem Response

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:36.144160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7746f0c9-5560-474f-ad12-ea8c82d50d57 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.891843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34eac158-41f7-4031-9efb-2db0638c65d7 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.727992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 085707ef-679e-4816-8be1-2e16ed9bb431 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.566483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f44290f-d472-4970-af65-9b3c22518c74 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.396524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa3f9626-7aed-4141-9cb3-56bc0b50dfa9 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.229408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adeafed6-2ea3-468d-8212-124ba184aa64 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:35.012019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5505d5eb-5000-4a02-8acd-8fba9a25c446 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:34.837494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6d2637e5-7a73-4051-ba60-9460c5961e75 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:34.632839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b26704f7-4551-49b7-b788-8e5af2e71e38 · outbound

This paper cites an unresolved cited work.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:48:34.350046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4aad50db-8655-4b3f-9d7a-83b6f7c5cbaf · outbound

This paper cites B Data Synthesis Prompts These prompts form a structured framework for evaluating and improving mathematical reason- ing in large language models.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving B Data Synthesis Prompts These prompts form a structured framework for evaluating and improving mathematical reason- ing in large language models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:34.157700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ac0a914-0bd1-41cb-95d7-f9d165c3ce1b · outbound

This paper cites Triple Preference Optimization: Achieving Better Alignment using a Single Step Optimization.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving Triple Preference Optimization: Achieving Better Alignment using a Single Step Optimization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:26.951911Z

Source-reported events for the cited work

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Observation fa415d98-7a33-4791-b88a-a53faad99e55 · outbound

This paper cites DeepSeek-V3 Technical Report.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving DeepSeek-V3 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:26.664028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04c0d36-b156-4198-a5d9-939497fa6f59 · outbound

This paper cites PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving.

PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:26.796937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bf646f21-5c09-4c71-bd1f-5c54b6f39461 · inbound

ThinkTuning: Instilling Cognitive Reflections without Distillation cites this paper.

ThinkTuning: Instilling Cognitive Reflections without Distillation PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T22:05:05.401790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e11405-bb00-457b-9ec1-99c6fcf25fd7 · inbound

CoreThink: A Symbolic Reasoning Layer to reason over Long Horizon Tasks with LLMs cites this paper.

CoreThink: A Symbolic Reasoning Layer to reason over Long Horizon Tasks with LLMs PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:05:35.179327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.