Paper Citation Record · LEDGER

Efficiently Scaling LLM Reasoning with Certaindex

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2412.20993.

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

pith.paper-citation-record.v1
2412.20993 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 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 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:00:35.543462Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6e0d08a8-9e23-4130-a8f4-ced75a1a038b · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Efficiently Scaling LLM Reasoning with Certaindex

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T01:29:57.109815Z

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 c5aa9570-f12d-4cd8-bd51-dd5f7adbd967 · inbound

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling cites this paper.

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling Efficiently Scaling LLM Reasoning with Certaindex

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:35.543462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db0e2b9-1de1-47ed-84f4-c4bd503631df · inbound

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts cites this paper.

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Efficiently Scaling LLM Reasoning with Certaindex

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-07T14:27:38.131067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83c84468-153f-4f89-905a-a0f6e0c4aef4 · inbound

PATS: Process-Level Adaptive Thinking Mode Switching cites this paper.

PATS: Process-Level Adaptive Thinking Mode Switching Efficiently Scaling LLM Reasoning with Certaindex

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:21.310044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ec7da9-6ade-49f4-af82-365c2fbc742c · inbound

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models cites this paper.

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models Efficiently Scaling LLM Reasoning with Certaindex

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.664239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd607189-bf74-479a-b376-433772d9fc8f · inbound

Kinetics: Rethinking Test-Time Scaling Laws cites this paper.

Kinetics: Rethinking Test-Time Scaling Laws Efficiently Scaling LLM Reasoning with Certaindex

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:34.191878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92c41ce-5ba5-40f2-a2e8-addd6482a401 · inbound

How Far Are We from Optimal Reasoning Efficiency? cites this paper.

How Far Are We from Optimal Reasoning Efficiency? Efficiently Scaling LLM Reasoning with Certaindex

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:49:35.259278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96088a5a-5855-46d9-a528-57ad1580d18d · inbound

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models cites this paper.

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models Efficiently Scaling LLM Reasoning with Certaindex

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:26:28.457364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d735ad-bb62-4f98-aa8a-decd1ec86a3c · inbound

Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model cites this paper.

Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model Efficiently Scaling LLM Reasoning with Certaindex

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:45:07.680145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5b7085-cc35-4f6c-b1f1-8f8d5fafae89 · inbound

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs cites this paper.

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs Efficiently Scaling LLM Reasoning with Certaindex

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:10.229212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 957e12f6-f41d-494b-b36b-0271a1856491 · inbound

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control cites this paper.

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control Efficiently Scaling LLM Reasoning with Certaindex

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:08.863416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf829135-f430-4acc-8754-43b503bed880 · inbound

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows cites this paper.

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows Efficiently Scaling LLM Reasoning with Certaindex

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:42.361717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b6c32b-4501-4794-b2a6-2006fb004230 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Efficiently Scaling LLM Reasoning with Certaindex

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T17:53:47.696525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74cd2714-fb76-48d6-aa49-5f99cb7f7a74 · inbound

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens cites this paper.

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens Efficiently Scaling LLM Reasoning with Certaindex

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T17:04:38.246678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557ef758-9dd1-4347-882f-d310a882cf22 · inbound

Conformal Thinking: Risk Control for Reasoning on a Compute Budget cites this paper.

Conformal Thinking: Risk Control for Reasoning on a Compute Budget Efficiently Scaling LLM Reasoning with Certaindex

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:47:32.643380Z

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 a86d22da-edf3-479b-910c-4d3f09035655 · inbound

ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache cites this paper.

ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache Efficiently Scaling LLM Reasoning with Certaindex

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:10:54.958001Z

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 8d4a6adb-15d7-49c7-9db0-4f3de1ef9bc1 · inbound

Efficient Test-Time Scaling via Temporal Reasoning Aggregation cites this paper.

Efficient Test-Time Scaling via Temporal Reasoning Aggregation Efficiently Scaling LLM Reasoning with Certaindex

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:21:26.517654Z

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 144f14d8-65ed-459b-b16f-486ff941e6a7 · inbound

Agentic AI Systems Should Be Designed as Marginal Token Allocators cites this paper.

Agentic AI Systems Should Be Designed as Marginal Token Allocators Efficiently Scaling LLM Reasoning with Certaindex

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:46:05.648188Z

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 c195eeee-f61a-4458-aa65-c8b40db601fe · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Efficiently Scaling LLM Reasoning with Certaindex

Reference 104

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.038635Z

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 c260c27a-a0f3-440e-8ac4-f804e5bb33b6 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Efficiently Scaling LLM Reasoning with Certaindex

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:51:30.161033Z

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 1ffb6007-add7-461b-8d80-d1c621e7db0e · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Efficiently Scaling LLM Reasoning with Certaindex

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:15:03.408639Z

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 cee36ee4-fde5-4d4b-8906-9f09f4b969b9 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Efficiently Scaling LLM Reasoning with Certaindex

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:57:41.631904Z

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 cbd79818-d374-45ba-a139-53d5172463d1 · inbound

SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference cites this paper.

SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference Efficiently Scaling LLM Reasoning with Certaindex

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T03:14:02.219678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.