Paper Citation Record · LEDGER

Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2401.10480.

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

pith.paper-citation-record.v1
2401.10480 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:45:17.591164Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.590578Z

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 49ee1f02-9b49-4a15-a59f-b4d9bf4bf582 · inbound

Exploring the System 1 Thinking Capability of Large Reasoning Models cites this paper.

Exploring the System 1 Thinking Capability of Large Reasoning Models Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T20:07:02.617370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b25cc179-2cb9-4684-876d-15fefb5f7993 · inbound

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning cites this paper.

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:17.591164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55c02bf0-c3b9-4f05-ac6f-c9f02c4eb9e0 · inbound

Early Stopping Chain-of-thoughts in Large Language Models cites this paper.

Early Stopping Chain-of-thoughts in Large Language Models Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:34:24.118396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ce685691-c3d2-4fbd-aeb5-13ce5a7d24ed · inbound

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers cites this paper.

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:26.316930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f56c799-1181-4034-97c7-9fa2a074772c · inbound

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images cites this paper.

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:26:01.507906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bb16502-aff1-47a9-8198-5ffd96a83bc6 · inbound

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images cites this paper.

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T05:31:42.740232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e00702a-151e-4bd9-b12b-80453e27baee · inbound

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling cites this paper.

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:10:58.155624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f64576c-81ba-4b46-9f10-4efe044888f5 · inbound

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling cites this paper.

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:12:28.344549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13e65b13-5e54-4eb9-b6fc-348377769ea8 · 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 Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:30.042442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation db565246-3f82-4b8e-bae9-58f30c2eda1a · 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 Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:15:03.426635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a428467c-3c49-49d5-8219-3e88ed300307 · inbound

When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems cites this paper.

When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:02:50.344402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fa3ae62-c097-46ea-a110-2394115f4c12 · inbound

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling cites this paper.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T02:22:16.345095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd496708-040f-4160-aec4-0c10fb6db0c7 · inbound

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling cites this paper.

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:29.865108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7db63318-a582-4dcf-9490-600f7c063eae · inbound

Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring cites this paper.

Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:37:09.592134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb554271-ac17-49b2-8bb5-4a725c0e2677 · inbound

Structured Thoughts For Improved Reasoning And Context Pruning cites this paper.

Structured Thoughts For Improved Reasoning And Context Pruning Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T12:08:05.502310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.