Paper Citation Record · LEDGER

Reinforced Context Order Recovery for Adaptive Reasoning and Planning

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 2 inbound Pith citation observations for arXiv:2508.13070.

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

pith.paper-citation-record.v1
2508.13070 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:23:21.085081Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:20:05.377960Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:20:05.555802Z

Reference resolution

40 of 40 outbound references displayed

verified exact2
verified fuzzy12
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7469ccae-3677-4bb7-87b5-911ffedba46c · outbound

This paper cites GPT-4 Technical Report.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.320451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f7b816-81c1-43d3-a1cd-0561871b180e · outbound

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

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.325984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c64d48-c37f-4339-b76d-8c5cfd9b8312 · outbound

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

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Gemini: A Family of Highly Capable Multimodal Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.331158Z

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Observation 298d0bbc-b325-420f-87da-ef90f1186c25 · outbound

This paper cites Argmax flows and multinomial diffusion: Learning categorical distributions.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Argmax flows and multinomial diffusion: Learning categorical distributions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.336717Z

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Observation c905a289-a497-4ea0-80a7-5875453e0f27 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Structured denoising diffusion models in discrete state-spaces

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.342151Z

Source-reported events for the cited work

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Observation d13b7f15-35ac-4834-b368-1e01708ef52f · outbound

This paper cites Large Language Diffusion Models.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Large Language Diffusion Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.348659Z

Source-reported events for the cited work

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Observation e47bdb06-d1c3-4c0e-a73e-51ef882f48e5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Chain-of-thought prompting elicits reasoning in large language models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.399436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01175fc7-6e22-46e9-9b34-17927bc7b5c0 · outbound

This paper cites A survey on large language model based autonomous agents.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning A survey on large language model based autonomous agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.444145Z

Source-reported events for the cited work

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Observation b09cb030-f1f0-4d84-a133-f51039183d36 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.448688Z

Source-reported events for the cited work

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Observation 54bf7b2c-4eb5-43b7-8411-c679b471634c · outbound

This paper cites Causal language modeling can elicit search and reasoning capabilities on logic puzzles.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Causal language modeling can elicit search and reasoning capabilities on logic puzzles

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:22.395704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 965622e3-4e8f-4ce2-a5fc-254e3f6b7f85 · outbound

This paper cites Beyond autoregression: Discrete diffusion for complex reasoning and planning.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Beyond autoregression: Discrete diffusion for complex reasoning and planning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:22.375745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 05cf2003-d321-41ff-8fe1-09d15a573e3f · outbound

This paper cites Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.464947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b497e3b-73ed-4ad7-a8e6-244403d68f4c · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Diffusion models: A comprehensive survey of methods and applications

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.470797Z

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Observation 9a211638-26ef-4dbb-8f77-6d104cb1f768 · outbound

This paper cites A survey on generative diffusion models.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning A survey on generative diffusion models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:22.315211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ccadcb1-b9c3-4187-8069-e6163e26585e · outbound

This paper cites Autoregressive Models in Vision: A Survey.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Autoregressive Models in Vision: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.480169Z

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Observation abdb9721-fe84-40ae-b71d-0d37a25bb70e · outbound

This paper cites Language models are unsupervised multitask learners.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Language models are unsupervised multitask learners

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.484472Z

Source-reported events for the cited work

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Observation be4b17bb-5f69-4c0c-9cd8-52ac8caa2388 · outbound

This paper cites Language models are few-shot learners.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Language models are few-shot learners

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.488934Z

Source-reported events for the cited work

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Observation d0475881-861e-4b2e-9029-8b0282ac115a · outbound

This paper cites Denoising diffusion probabilistic models.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Denoising diffusion probabilistic models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.536615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f1f215f-056e-4198-b523-ae0bddb910a2 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Generative modeling by estimating gradients of the data distribution

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.623190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20286b7d-3b56-47e5-b2ea-dce477f2527b · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Score-based generative modeling through stochastic differential equations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.627154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb6b1e1-0dbd-40c8-be9d-d503b23bb464 · outbound

This paper cites Xlnet: Generalized autoregressive pretraining for language understanding.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Xlnet: Generalized autoregressive pretraining for language understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.631845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc348384-e46b-41f0-8dc1-baeae72b1fed · outbound

This paper cites Training and inference on any-order autoregres- sive models the right way.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Training and inference on any-order autoregres- sive models the right way

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:22.132496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8b4bec0d-bd87-41f6-a420-cd0c046bd30d · outbound

This paper cites Faith and fate: Limits of transformers on compositionality.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Faith and fate: Limits of transformers on compositionality

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.641147Z

Source-reported events for the cited work

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Observation efa3cb39-95eb-419e-a77a-36cc8eb1636d · outbound

This paper cites The pitfalls of next-token prediction.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning The pitfalls of next-token prediction

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:22.076460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 74239063-28d0-4d2d-a627-0f40d31a1492 · outbound

This paper cites Autoregressive Modeling with Lookahead Attention.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Autoregressive Modeling with Lookahead Attention

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:23:21.396791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da8841ae-d26d-408e-bf5b-0a81161f3fce · outbound

This paper cites On the planning abilities of large language models-a critical investigation.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning On the planning abilities of large language models-a critical investigation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.915113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e6d8d945-1483-4d39-8439-bd2e859162b9 · outbound

This paper cites Position: LLMs can’t plan, but can help planning in LLM-modulo frameworks.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Position: LLMs can’t plan, but can help planning in LLM-modulo frameworks

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.848871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3521d35e-cb3a-40ac-91ac-257051d4cad7 · outbound

This paper cites Chain of thought empowers transformers to solve inherently serial problems.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Chain of thought empowers transformers to solve inherently serial problems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.876473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8efeed51-41c7-433a-be23-f0476711b8ad · outbound

This paper cites Discrete diffusion modeling by estimating the ratios of the data distribution.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Discrete diffusion modeling by estimating the ratios of the data distribution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.908203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25fa6405-107a-44ac-a6a3-7aac8e209cd6 · outbound

This paper cites A theory of usable information under computational constraints.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning A theory of usable information under computational constraints

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.805862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 273a925d-a8fb-467e-8026-0f063e74dfd3 · outbound

This paper cites On the shortest arborescence of a directed graph.Scientia Sinica, 14:1396–1400, 1965.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning On the shortest arborescence of a directed graph.Scientia Sinica, 14:1396–1400, 1965

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.789977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcf4f9d5-7aa3-4bbe-8f44-ad6d3b4e0ab2 · outbound

This paper cites Reinforcement learning: An introduction.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Reinforcement learning: An introduction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.922686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1083529e-3d01-4309-a996-3368cd70d481 · outbound

This paper cites Reinforcement learning with deep energy-based policies.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Reinforcement learning with deep energy-based policies

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.926708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1b85f7-8cc2-437b-b162-a22ae9d4dfd7 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Proximal Policy Optimization Algorithms

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.931444Z

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Observation e29a70e9-5aa6-44de-869d-cde724d26a9b · outbound

This paper cites Lee, Kangwook Lee, and Dimitris Papailiopoulos.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Lee, Kangwook Lee, and Dimitris Papailiopoulos

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.650947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84f0489b-cafb-4187-8ced-3fe79644a78e · outbound

This paper cites Positional Description Matters for Transformers Arithmetic.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Positional Description Matters for Transformers Arithmetic

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:20.940431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d965c38-77da-454e-8428-b4256bb5d65f · outbound

This paper cites Reverse That Number! Decoding Order Matters in Arithmetic Learning.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Reverse That Number! Decoding Order Matters in Arithmetic Learning

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:23:21.195217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d4ad7ce-dee2-41de-add0-9c8c7bb0538a · outbound

This paper cites Transformers can do arithmetic with the right embeddings.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Transformers can do arithmetic with the right embeddings

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.636104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5f748538-feec-4615-9928-e9c37290ccb1 · outbound

This paper cites A Closer Look at Invalid Action Masking in Policy Gradient Algorithms.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:21.079193Z

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Observation 0b5c6b90-a96b-41d2-91ab-c5a11eb91d7b · outbound

This paper cites Focal loss for dense object detection.

Reinforced Context Order Recovery for Adaptive Reasoning and Planning Focal loss for dense object detection

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:21.618707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 81703caa-0f45-45cb-aeae-62c064ed6958 · inbound

Any-Order Flexible Length Masked Diffusion cites this paper.

Any-Order Flexible Length Masked Diffusion Reinforced Context Order Recovery for Adaptive Reasoning and Planning

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:20:05.561020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 74d45714-c8de-4082-b695-fa2c9fc97465 · inbound

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models cites this paper.

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Reinforced Context Order Recovery for Adaptive Reasoning and Planning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T14:25:38.146508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.