Paper Citation Record · LEDGER

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.13447.

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

pith.paper-citation-record.v1
2503.13447 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:58:35.845060Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:09:37.414097Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 71437e51-a770-455e-8822-7e1f2c98c565 · inbound

Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models cites this paper.

Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:35.845060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d624e507-dcae-490a-89fc-fbe49fdeb2b7 · inbound

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up cites this paper.

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.663379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b268ae39-a8ca-455c-ac26-18d7aada2edd · inbound

DynScaling: Efficient Verifier-free Inference Scaling via Dynamic and Integrated Sampling cites this paper.

DynScaling: Efficient Verifier-free Inference Scaling via Dynamic and Integrated Sampling MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.885449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51878f41-4054-481a-b842-b7b4e58329b7 · inbound

Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning cites this paper.

Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:16:21.049726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 923e571b-0e5e-48e1-89ca-5d511dd1076a · inbound

Building Agent Harnesses for Scientific Curation from Multimodal Sources cites this paper.

Building Agent Harnesses for Scientific Curation from Multimodal Sources MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:09:37.416043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c43a0198-944c-4e22-8446-72d8a68128a0 · inbound

Building Agent Harnesses for Scientific Curation from Multimodal Sources cites this paper.

Building Agent Harnesses for Scientific Curation from Multimodal Sources MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:17.806668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec43431-1ac0-464d-b80c-8a1c10c66c86 · inbound

Cognitive Demand Steering for Adaptive Meta-Reasoning in Large Language Models cites this paper.

Cognitive Demand Steering for Adaptive Meta-Reasoning in Large Language Models MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:24:20.814743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.