Paper Citation Record · LEDGER

Planning with Transformers: Chain of Computation and Structured Context Windows

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.17710.

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

pith.paper-citation-record.v1
2607.17710 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:18:42.149205Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0f6a350-3e51-4f62-96a2-ea255f04d776 · outbound

This paper cites GPT-4 Technical Report.

Planning with Transformers: Chain of Computation and Structured Context Windows GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.398497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e76e1cba-590f-4b6e-91c9-524fe72df38f · outbound

This paper cites Thestepvariable indicates the order of execution from initialization to termination.

Planning with Transformers: Chain of Computation and Structured Context Windows Thestepvariable indicates the order of execution from initialization to termination

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:42.149205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a88cd51-cf8b-431e-86a8-247ef7c5bc72 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Planning with Transformers: Chain of Computation and Structured Context Windows Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.859742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ea056b-2976-4d64-95b0-82d5dde0a648 · outbound

This paper cites Looped transformers for length generalization.

Planning with Transformers: Chain of Computation and Structured Context Windows Looped transformers for length generalization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.240563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759c045a-bf7d-4669-ab8f-bdc7f946f9f5 · outbound

This paper cites Stream of Search (SoS): Learning to Search in Language.

Planning with Transformers: Chain of Computation and Structured Context Windows Stream of Search (SoS): Learning to Search in Language

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.379408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f3c812-9822-40c6-8543-549e751525ae · outbound

This paper cites Reasoning with language model is planning with world model.

Planning with Transformers: Chain of Computation and Structured Context Windows Reasoning with language model is planning with world model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.853693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9bd8ec-48ed-4742-b9d6-7832a232a5f2 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Planning with Transformers: Chain of Computation and Structured Context Windows Gaussian Error Linear Units (GELUs)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.003679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a05fb409-82b0-4c68-a7e0-9ac355bda89f · outbound

This paper cites Qwen2.5-Coder Technical Report.

Planning with Transformers: Chain of Computation and Structured Context Windows Qwen2.5-Coder Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.136987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6cf2210-1138-4137-8460-ceccb9cbb8d0 · outbound

This paper cites Be- yond a*: Better LLM planning via search dynamics bootstrapping.

Planning with Transformers: Chain of Computation and Structured Context Windows Be- yond a*: Better LLM planning via search dynamics bootstrapping

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.255844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e99e1a-2151-4ad7-b33c-2573cd8993e8 · outbound

This paper cites Alex Lewandowski, Marlos C Machado, and Dale Schuurmans.

Planning with Transformers: Chain of Computation and Structured Context Windows Alex Lewandowski, Marlos C Machado, and Dale Schuurmans

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.434145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fdee32c-fa3f-4a4e-b882-29a80e16a39c · outbound

This paper cites Llm-a*: Large language model enhanced incremental heuristic search on path planning.

Planning with Transformers: Chain of Computation and Structured Context Windows Llm-a*: Large language model enhanced incremental heuristic search on path planning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.555499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14b8ecb1-2806-4b59-a7a6-96ae8d8ee815 · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

Planning with Transformers: Chain of Computation and Structured Context Windows Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.678943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6076de6-7838-4fe8-ad31-24a72e64d59e · outbound

This paper cites Understanding the Capabilities of Large Language Models for Automated Planning.

Planning with Transformers: Chain of Computation and Structured Context Windows Understanding the Capabilities of Large Language Models for Automated Planning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.860933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd159d0-e3e5-41ef-a4e8-8f73c8b44b43 · outbound

This paper cites Memory Augmented Large Language Models are Computationally Universal.

Planning with Transformers: Chain of Computation and Structured Context Windows Memory Augmented Large Language Models are Computationally Universal

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:40.997799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657ce2b3-87b2-4d9f-88b6-9d2c2019fde4 · outbound

This paper cites Challenging big-bench tasks and whether chain-of-thought can solve them.

Planning with Transformers: Chain of Computation and Structured Context Windows Challenging big-bench tasks and whether chain-of-thought can solve them

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.123806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58b2cd81-6b5d-4086-aa5f-b8b2a56cd1ae · outbound

This paper cites Llms as planning formalizers: A survey for leveraging large language models to construct automated planning models.

Planning with Transformers: Chain of Computation and Structured Context Windows Llms as planning formalizers: A survey for leveraging large language models to construct automated planning models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.228184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 644d953f-e63c-46ac-9622-f0479613857a · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Planning with Transformers: Chain of Computation and Structured Context Windows Gemini: A Family of Highly Capable Multimodal Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.350098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8037faa6-0363-486b-bcae-abaf21e32e15 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Planning with Transformers: Chain of Computation and Structured Context Windows Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.506160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16c0d3b-06cb-42bb-9109-5ec14bd1f4e3 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Planning with Transformers: Chain of Computation and Structured Context Windows BloombergGPT: A Large Language Model for Finance

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.627558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f9c260-e793-4b9a-9459-a04171579dd1 · outbound

This paper cites Trading-r1: Financial trading with llm reasoning via reinforcement learning.arXiv preprint arXiv:2509.11420,.

Planning with Transformers: Chain of Computation and Structured Context Windows Trading-r1: Financial trading with llm reasoning via reinforcement learning.arXiv preprint arXiv:2509.11420,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.767734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 766fbe35-09e1-45b9-b5aa-574bcd3f1466 · outbound

This paper cites Training language models with memory augmentation.

Planning with Transformers: Chain of Computation and Structured Context Windows Training language models with memory augmentation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:41.872061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6e579c-1af4-44bb-97cc-75c1c014453e · outbound

This paper cites doi: https://doi.org/10.

Planning with Transformers: Chain of Computation and Structured Context Windows doi: https://doi.org/10

Reference 1979

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.517388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0beeae-663b-4ca6-a5b7-0b02a25101da · outbound

This paper cites an unresolved cited work.

Planning with Transformers: Chain of Computation and Structured Context Windows Unresolved cited work

Reference 2016

Resolution: malformed identifier; no resolver link, observed 2026-08-01T17:18:42.023796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57965025-4a3e-422b-8666-115f9fbd73fd · outbound

This paper cites Exploring and Benchmarking the Planning Capabilities of Large Language Models.

Planning with Transformers: Chain of Computation and Structured Context Windows Exploring and Benchmarking the Planning Capabilities of Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.657377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1414f32a-f96b-4a5f-b73b-f013f5bda1a7 · outbound

This paper cites Dast: Context-aware compression in llms via dynamic allocation of soft tokens.

Planning with Transformers: Chain of Computation and Structured Context Windows Dast: Context-aware compression in llms via dynamic allocation of soft tokens

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.984690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83995dcd-5f03-48f0-bf84-dec80b22fdfb · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Planning with Transformers: Chain of Computation and Structured Context Windows DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.697116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24251afb-05f7-4bf9-81a9-b4cee30c161d · outbound

This paper cites Can large language models be good path planners? a benchmark and investigation on spatial-temporal reasoning.

Planning with Transformers: Chain of Computation and Structured Context Windows Can large language models be good path planners? a benchmark and investigation on spatial-temporal reasoning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.453516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181380ca-30ec-4039-a663-f2cc6942c12d · outbound

This paper cites Analysis of Optimality of Large Language Models on Planning Problems.

Planning with Transformers: Chain of Computation and Structured Context Windows Analysis of Optimality of Large Language Models on Planning Problems

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.773964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773bc3dd-48e0-4b02-8c57-bf39fd4bee62 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Planning with Transformers: Chain of Computation and Structured Context Windows Training Verifiers to Solve Math Word Problems

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:39.137340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8bc1edb-79e0-468a-adf8-afb783ba7987 · outbound

This paper cites URLhttps://ojs.aaai.org/index.php/ AAAI/article/view/42130.

Planning with Transformers: Chain of Computation and Structured Context Windows URLhttps://ojs.aaai.org/index.php/ AAAI/article/view/42130

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T17:18:38.539613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.