Paper Citation Record · LEDGER

Effectively Controlling Reasoning Models through Thinking Intervention

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2503.24370.

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

pith.paper-citation-record.v1
2503.24370 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:36:06.148359Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:49:46.420677Z

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 b60d7ca0-91c5-4675-9c4f-cf8428f4c72a · inbound

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training cites this paper.

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training Effectively Controlling Reasoning Models through Thinking Intervention

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:06.148359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88efe52f-7a71-4889-930a-32291ba46e57 · inbound

Not All Tokens Are What You Need In Thinking cites this paper.

Not All Tokens Are What You Need In Thinking Effectively Controlling Reasoning Models through Thinking Intervention

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:14.818881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d506d928-30c6-4e4b-8095-0de765039ada · inbound

Efficient Long CoT Reasoning in Small Language Models cites this paper.

Efficient Long CoT Reasoning in Small Language Models Effectively Controlling Reasoning Models through Thinking Intervention

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:36:45.497215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d237930a-78fb-4b51-bb5d-f42005eae2c3 · inbound

MMATH: A Multilingual Benchmark for Mathematical Reasoning cites this paper.

MMATH: A Multilingual Benchmark for Mathematical Reasoning Effectively Controlling Reasoning Models through Thinking Intervention

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:09.580989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba9b954b-098b-449f-86d4-2609cd100792 · inbound

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information cites this paper.

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information Effectively Controlling Reasoning Models through Thinking Intervention

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:00.722358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7532860-234e-492c-8416-3b43e5989a59 · inbound

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs cites this paper.

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs Effectively Controlling Reasoning Models through Thinking Intervention

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:05.956792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2744fd10-c728-4929-859f-1aba7df71045 · inbound

Context manipulation attacks : Web agents are susceptible to corrupted memory cites this paper.

Context manipulation attacks : Web agents are susceptible to corrupted memory Effectively Controlling Reasoning Models through Thinking Intervention

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:58.885764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d52f40-3e11-4152-9fb8-299456b639b5 · inbound

Defending Against Prompt Injection With a Few DefensiveTokens cites this paper.

Defending Against Prompt Injection With a Few DefensiveTokens Effectively Controlling Reasoning Models through Thinking Intervention

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T18:32:43.052649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780805b5-bb1e-423e-9bad-f75b79e90994 · inbound

Think Clearly: Improving Reasoning via Redundant Token Pruning cites this paper.

Think Clearly: Improving Reasoning via Redundant Token Pruning Effectively Controlling Reasoning Models through Thinking Intervention

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:18.747694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7898956-3875-476d-9020-8fd8c11592cb · inbound

Does More Inference-Time Compute Really Help Robustness? cites this paper.

Does More Inference-Time Compute Really Help Robustness? Effectively Controlling Reasoning Models through Thinking Intervention

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:26:21.597162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8406b747-1dc2-4538-9454-da7ad49f193c · inbound

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments cites this paper.

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments Effectively Controlling Reasoning Models through Thinking Intervention

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T01:02:54.843667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b2cce9b-fbc1-48e5-8aa4-49354a2c5e3f · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Effectively Controlling Reasoning Models through Thinking Intervention

Reference 138

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:06.990115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6661782c-52f3-4175-99ac-c6031589e5ee · inbound

CARE: Decoding Time Safety Alignment via Rollback and Introspection Intervention cites this paper.

CARE: Decoding Time Safety Alignment via Rollback and Introspection Intervention Effectively Controlling Reasoning Models through Thinking Intervention

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T12:54:06.650877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cd27d8f-a6db-4353-baaf-be2bd7556679 · inbound

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts cites this paper.

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts Effectively Controlling Reasoning Models through Thinking Intervention

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:42:38.570637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 853c74cd-9f66-4623-a8c5-f9a1168009ac · inbound

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training cites this paper.

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training Effectively Controlling Reasoning Models through Thinking Intervention

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:31:24.982198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1527977b-f3c9-4d73-837f-8b1cdac6cc1c · inbound

Learning to Reason Efficiently with Discounted Reinforcement Learning cites this paper.

Learning to Reason Efficiently with Discounted Reinforcement Learning Effectively Controlling Reasoning Models through Thinking Intervention

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-04T07:59:53.966615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de1204ea-dbe9-4c7f-b646-d46bce1c83ac · inbound

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering cites this paper.

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering Effectively Controlling Reasoning Models through Thinking Intervention

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T12:21:01.083754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1976a6b4-2a0e-4609-93ff-b16ab84cb094 · inbound

Evaluation Awareness in Language Models Has Limited Effect on Behaviour cites this paper.

Evaluation Awareness in Language Models Has Limited Effect on Behaviour Effectively Controlling Reasoning Models through Thinking Intervention

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:46:15.202864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 429bc329-b45c-4e8e-b6d6-ef57b68c13d2 · inbound

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight cites this paper.

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight Effectively Controlling Reasoning Models through Thinking Intervention

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:00:56.603198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a273b210-27af-4382-af2b-2898d0daf66f · inbound

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight cites this paper.

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight Effectively Controlling Reasoning Models through Thinking Intervention

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:29:52.706481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3a4ccb0-b2f9-4864-a134-48eabb055eda · inbound

TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models cites this paper.

TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models Effectively Controlling Reasoning Models through Thinking Intervention

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:09.497977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0388a064-3d29-4199-a71f-df2fdbf78b35 · inbound

Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models cites this paper.

Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models Effectively Controlling Reasoning Models through Thinking Intervention

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:47:18.095544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13019b2b-6a6c-4bf7-ab19-66b3f1667965 · 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 Effectively Controlling Reasoning Models through Thinking Intervention

Reference 265

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.490786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78f2826f-1dfa-4327-9804-b12d5dcc64e8 · inbound

Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents cites this paper.

Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents Effectively Controlling Reasoning Models through Thinking Intervention

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:49:46.422488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 975372d1-acc8-414a-a1a8-8a5fa4d443e1 · inbound

Steering Instruction Hierarchies at Inference Time cites this paper.

Steering Instruction Hierarchies at Inference Time Effectively Controlling Reasoning Models through Thinking Intervention

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T00:29:35.827615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.