Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-09T14:16:17.970333Z
Paper Citation Record · LEDGER
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents
As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.07321.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
28 of 28 outbound references displayed
- verified exact13
- verified fuzzy12
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 665b8fae-c5d5-4efc-9692-b85576855fb1 · outbound
This paper cites Liu , title =.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Liu , title =
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.592899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8414d6dd-16ef-4424-b7a6-b52aff05b08a · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents LLaMA: Open and Efficient Foundation Language Models
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.370743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2b6a07e5-729d-40fc-ba37-4e965fe3045b · outbound
This paper cites an unresolved cited work.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T14:26:20.614510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3a9a659-390b-4600-bedb-c606771a6d92 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Evaluating Large Language Models Trained on Code
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.331732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 500b1b23-0464-4751-ae2a-d49c9555a7a9 · outbound
This paper cites The Twelfth International Conference on Learning Representations,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents The Twelfth International Conference on Learning Representations,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.609311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 042c7366-1094-455c-93b2-1621518ae92b · outbound
This paper cites Narasimhan and Yuan Cao , title =.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Narasimhan and Yuan Cao , title =
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.612805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7781eb4e-906e-42d3-8127-0836aa0f3a4c · outbound
This paper cites The Twelfth International Conference on Learning Representations,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents The Twelfth International Conference on Learning Representations,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.594736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 49389362-e9cd-44d5-872d-feab09ea2820 · outbound
This paper cites Forty-first International Conference on Machine Learning,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Forty-first International Conference on Machine Learning,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.605531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f3da87c-f9b3-4254-b8d2-634ea6610b2a · outbound
This paper cites Inducing Programmatic Skills for Agentic Tasks.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Inducing Programmatic Skills for Agentic Tasks
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.337912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa5a5a99-cf90-463f-b4a3-958e9361c385 · outbound
This paper cites The Twelfth International Conference on Learning Representations,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents The Twelfth International Conference on Learning Representations,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.607432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f056b87-ebf4-4482-a426-bfd7641c9539 · outbound
This paper cites Brent Venable , title =.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Brent Venable , title =
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.596416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 33210c55-ec7d-49c0-8eb3-8996eac8a493 · outbound
This paper cites REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.341497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9788205b-1f9d-4a21-a8b0-e544bf320d4b · outbound
This paper cites Kimi K2: Open Agentic Intelligence.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Kimi K2: Open Agentic Intelligence
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.350714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d42a9732-3add-4f77-a6e8-cf92b731d83e · outbound
This paper cites From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions , booktitle =.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions , booktitle =
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.598281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 92a8c8f2-e327-478a-91a8-7bad11517651 · outbound
This paper cites arXiv preprint arXiv:2510.21618 , year=.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents arXiv preprint arXiv:2510.21618 , year=
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T14:26:20.334731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6dc88f07-24a4-43e9-a57a-fc7ff33dce0c · outbound
This paper cites Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.611154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 89fc29a0-a8fb-44d2-a706-4309bf0a5324 · outbound
This paper cites SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T14:26:20.344649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f7fb04d-6202-4f31-8c36-150f2feaf062 · outbound
This paper cites 2023 , eprint=.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents 2023 , eprint=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.599978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 728ae8c5-cb01-4847-8696-159953eabf1d · outbound
This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.601806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bfa551f9-1fb6-4434-9219-96c9d6640240 · outbound
This paper cites Acebench: Who wins the match point in tool usage? arXiv preprint arXiv:2501.12851, 2025 a.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Acebench: Who wins the match point in tool usage? arXiv preprint arXiv:2501.12851, 2025 a
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T14:26:20.354055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bfc4f486-bf46-407a-9fab-420e41f3a63c · outbound
This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.359869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f9121de2-49e9-42cc-bb36-1a8e2c2f8f93 · outbound
This paper cites ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.347879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cb79d0cb-48cd-4cdf-9cf6-a081b0c069f3 · outbound
This paper cites Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.365512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1900f5b0-1409-4e45-8245-d9c0f8785dfc · outbound
This paper cites Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.357120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a91f58e-8f51-4e94-ac36-09bfab5accf5 · outbound
This paper cites AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.368200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0860a416-edf3-4477-b103-43b82fbea83e · outbound
This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T14:26:20.362670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e04cb38e-2e67-435e-9d79-0aa20cdd2e89 · outbound
This paper cites Proceedings of the 31st International Conference on Computational Linguistics,.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents Proceedings of the 31st International Conference on Computational Linguistics,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T14:26:20.603589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0b260da0-66dd-4305-bdb9-a4c435cbd4eb · outbound
This paper cites GPT-4o System Card.
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents GPT-4o System Card
Reference 28
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T14:26:20.297498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.