Paper Citation Record · LEDGER

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 36 inbound Pith citation observations for arXiv:2502.04644.

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

pith.paper-citation-record.v1
2502.04644 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 36 of 36 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 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:08.224735Z

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
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

5
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 06aae41c-c33c-426f-b6df-efec6c474717 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 137

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.508031Z

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 fc269afc-78f1-4380-933b-e35f5fe7a0d2 · inbound

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning cites this paper.

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.224735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c7beb7-ae21-47ab-bd72-9146ac7417fc · inbound

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution cites this paper.

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:34.211301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603887fa-fc55-4fa9-9991-4be0dc14080e · inbound

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications cites this paper.

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.467144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd86ebdf-3f9b-48ff-bda0-38e3e97c457a · inbound

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation cites this paper.

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:34.314187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5b2ef8-f08b-4774-af09-7d64ce11a4ca · inbound

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility cites this paper.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:49.664315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481bd1d7-0cf8-40e2-9914-28d0b13fe7f4 · inbound

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary cites this paper.

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:37:15.859779Z

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 70839aca-992e-4385-9314-7b704fbed7ac · inbound

KnowCoder-V2: Deep Knowledge Analysis cites this paper.

KnowCoder-V2: Deep Knowledge Analysis Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.600364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53988f1-5385-49d9-b581-c82f95b073e4 · inbound

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification cites this paper.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:29.375928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c40cc2b-8762-4e17-808d-a29d116b5f74 · inbound

Code Researcher: Deep Research Agent for Large Systems Code and Commit History cites this paper.

Code Researcher: Deep Research Agent for Large Systems Code and Commit History Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:20:56.114367Z

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 2bf60372-79e2-4237-939f-28c482014040 · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:48.563198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b364282f-5d61-4b37-a199-55f87294f219 · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.968211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be4008e2-05ff-4ffc-b3d4-44489d49e042 · inbound

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks cites this paper.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:02:58.014419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9b5249-c3bb-4d48-85f6-af76a6bc3c5b · 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 Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:11.606052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a9e838-e338-44d7-b0b5-2cabd1433fbc · inbound

Infinite Video Understanding cites this paper.

Infinite Video Understanding Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:14.365798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb66b4e2-c9ff-40f7-bcf8-a057212be15a · inbound

What Level of Automation is "Good Enough"? A Benchmark of Large Language Models for Meta-Analysis Data Extraction cites this paper.

What Level of Automation is "Good Enough"? A Benchmark of Large Language Models for Meta-Analysis Data Extraction Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:08.090594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82fa2c7c-c29d-4ab1-83df-fc985e8b5d4b · inbound

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning cites this paper.

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T10:17:13.696192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa211f0a-6f6a-4774-a88f-fd3d61248ae0 · inbound

ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference cites this paper.

ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:14.071295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739d0dda-4089-4998-8ef1-903c676ed2fd · inbound

DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence cites this paper.

DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T12:11:34.262789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff64c58f-9947-4c9e-abd1-63903c51b37a · inbound

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services cites this paper.

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T18:00:17.113181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e61cf98-9031-4fff-99ae-de6788f472fa · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 224

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:14:26.267355Z

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 3048bf1b-1464-408d-9a57-718f06952219 · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T10:32:44.973695Z

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 a4b37bed-59f4-4a1d-a380-51bedcd407dc · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T07:36:16.111109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e93bf63-99a5-4895-9f54-775b2dff640c · inbound

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation cites this paper.

ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:30:06.588705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e298152-0a0d-4908-bb18-ff496d1783b6 · inbound

Efficient Remote KV Cache Reuse with GPU-native Video Codec cites this paper.

Efficient Remote KV Cache Reuse with GPU-native Video Codec Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:22:22.762421Z

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 1bceec3e-27c5-4803-bffe-7f006af58c1d · inbound

MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue cites this paper.

MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:26:10.654701Z

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 5e246c87-a6aa-4b2a-b6b1-2467cf20d3b6 · inbound

MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue cites this paper.

MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T18:44:31.153182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f74973c-9827-4aad-bc38-2b031d5a88fd · inbound

Towards Knowledgeable Deep Research: Framework and Benchmark cites this paper.

Towards Knowledgeable Deep Research: Framework and Benchmark Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:10:54.546505Z

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 aa7d9bc8-40b5-497a-81a7-ea8141b97110 · inbound

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools cites this paper.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.752191Z

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 200dba60-04f8-443c-bea0-bf7394759510 · inbound

IE as Cache: Information Extraction Enhanced Agentic Reasoning cites this paper.

IE as Cache: Information Extraction Enhanced Agentic Reasoning Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:49:55.901302Z

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 7021df28-8f98-4a0d-8ea4-7b96cecf0a6a · inbound

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports cites this paper.

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:27:49.256150Z

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 a99f246b-e634-4b3e-bc11-0865f7e253b1 · inbound

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports cites this paper.

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:00.835383Z

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 e182fdb1-0c6f-4210-b170-ed1b52dc8846 · inbound

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning cites this paper.

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:23:23.712383Z

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 6408026d-c4e6-465d-95ab-47b0816be02b · 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 Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 262

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.628988Z

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 8338466c-9770-41f4-a073-4da3a2964fa3 · inbound

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:27:56.522165Z

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 0ac529fb-e4ed-4211-9a26-c42b5b948000 · inbound

SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task cites this paper.

SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T03:45:20.204801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.