Paper Citation Record · LEDGER

Interaction Scaling: Grounding the Third Axis of Test-Time Compute

As of 14 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.11598.

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

pith.paper-citation-record.v1
2607.11598 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T04:31:45.488773Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1230f457-382d-458a-b49e-e9679a570956 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e283d0ee-6e1d-4832-87b5-3bac7dfb072f · outbound

This paper cites International Conference on Learning Representations , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute International Conference on Learning Representations , year =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ce675c-b730-4eaf-8a48-67a3a471a5d5 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5d2f35-08e4-4c62-b053-19f5ba9158e6 · outbound

This paper cites an unresolved cited work.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715100bb-69d4-4e9c-896b-b735c764e591 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7277c257-cb1d-4999-b435-20006acae43c · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e170a6-e039-4340-acc9-08797b0fd383 · outbound

This paper cites NeurIPS Foundation Models for Decision Making Workshop , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute NeurIPS Foundation Models for Decision Making Workshop , year =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0917c6c9-2a9a-4a78-89ee-a9ebeadfafa2 · outbound

This paper cites Annual Meeting of the Association for Computational Linguistics (Short Papers) , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Annual Meeting of the Association for Computational Linguistics (Short Papers) , year =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c9f890-9021-40bf-bc63-351dbfc7e069 · outbound

This paper cites Annual Meeting of the Association for Computational Linguistics , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Annual Meeting of the Association for Computational Linguistics , year =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2ebc00-5ac6-4ca2-867c-d961704e78d1 · outbound

This paper cites International Conference on Machine Learning , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute International Conference on Machine Learning , year =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab76927-bc61-4151-8084-21449656c332 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bec5ad-a10b-46d1-8ce6-fdd16edbb6f6 · outbound

This paper cites and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72442254-29be-4aa8-bd2f-bcae1dca9cdc · outbound

This paper cites 2021 , eprint =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2021 , eprint =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d047e296-56e1-47db-bd96-1a20306d575f · outbound

This paper cites 2024 , eprint =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2024 , eprint =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37de159b-c4d6-48a2-bbc2-ef836daaeb4c · outbound

This paper cites Understanding the Effects of.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Understanding the Effects of

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ef7de0-0ff2-4853-b7ca-701810bafce6 · outbound

This paper cites International Conference on Learning Representations , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute International Conference on Learning Representations , year =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0902cc87-c5e2-4977-b06a-1bbee532c481 · outbound

This paper cites an unresolved cited work.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee81c3f-73bc-4682-b1ff-a04d47539faf · outbound

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

Interaction Scaling: Grounding the Third Axis of Test-Time Compute DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb0c6c6-e46c-485d-b923-6732a2b433b7 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6f28c18-7a6a-4b9c-8255-82b561e7ae8d · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7211de94-bf97-4bbf-b5f3-00f552c73c55 · outbound

This paper cites 2023 , eprint =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2023 , eprint =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabd33ae-999b-4707-ae03-6062bc688f85 · outbound

This paper cites 2024 , howpublished =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2024 , howpublished =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6548ed5c-c0b4-45f4-9e8a-7d64b495e3f6 · outbound

This paper cites International Conference on Learning Representations , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute International Conference on Learning Representations , year =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77cf0000-57c6-4e0e-98b6-ee697744862f · outbound

This paper cites When Can.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute When Can

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5653d25e-1e57-47e8-bbbb-d1eccbd894c4 · outbound

This paper cites an unresolved cited work.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47792e24-2f03-47cc-a7b2-eb9cde7aa110 · outbound

This paper cites Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5edcd032-2fe7-4ab3-b93d-bfe32e25c863 · outbound

This paper cites The Practice and Exploration of.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute The Practice and Exploration of

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26c3e021-f522-404c-b955-e8ee5967639e · outbound

This paper cites 2023 , eprint =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2023 , eprint =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f87c79-b723-49ee-942a-b9fd46dd8b74 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Advances in Neural Information Processing Systems , year =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2febb9bc-75fa-4cb2-9581-72dd311d9565 · outbound

This paper cites an unresolved cited work.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05208911-4f27-48d7-92ab-42fd1e3a6b1b · outbound

This paper cites 2006 , publisher =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2006 , publisher =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47e8677-f757-4cf4-901a-4d0e396b18fa · outbound

This paper cites 2509.22644 , archivePrefix =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2509.22644 , archivePrefix =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e7c07d-97a1-43d3-bee8-216d64bf164a · outbound

This paper cites On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e55d47d-9b54-43f9-b8fa-087da3d824c2 · outbound

This paper cites and Zhang, Hao and Gonzalez, Joseph E.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute and Zhang, Hao and Gonzalez, Joseph E

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc30403b-d058-4c30-a727-b2f4fd75532b · outbound

This paper cites 2026 , howpublished =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2026 , howpublished =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d54137-fd81-4494-823b-f08508f3e0c1 · outbound

This paper cites 2026 , howpublished =.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute 2026 , howpublished =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed4de2c-54de-495a-8dec-1b07f94c2907 · outbound

This paper cites an unresolved cited work.

Interaction Scaling: Grounding the Third Axis of Test-Time Compute Unresolved cited work

Reference 37

Resolution: parse uncertain; no resolver link, observed 2026-07-14T04:31:45.488773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.