Paper Citation Record · LEDGER

KIMAs: A Configurable Knowledge Integrated Multi-Agent System

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2502.09596.

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

pith.paper-citation-record.v1
2502.09596 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:57:48.673843Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:26:29.012039Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:26:29.166577Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy10
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a15ebefd-ed2e-49da-86be-399ae0ae2de9 · outbound

This paper cites Improving language models by retrieving from trillions of tokens.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Improving language models by retrieving from trillions of tokens

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.496911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7385c2bd-3e72-4b7b-ae3b-9b4c0c487b75 · outbound

This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.502798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dfdcc3e-ed01-49b2-8f49-42cd3a563353 · outbound

This paper cites Reciprocal rank fusion outperforms condorcet and individual rank learning methods.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Reciprocal rank fusion outperforms condorcet and individual rank learning methods

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.508503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1419e5f3-ae18-49e7-a33e-970ecb9ad158 · outbound

This paper cites Elasticsearch.software], version, 6(1), 2018.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Elasticsearch.software], version, 6(1), 2018

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.170080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73231a55-e5b7-4c01-9823-77e965c82c46 · outbound

This paper cites AgentScope: A Flexible yet Robust Multi-Agent Platform.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.519196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c238ac6-ce94-4143-a666-ec9bc49bac8d · outbound

This paper cites Precise zero-shot dense retrieval without relevance labels.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Precise zero-shot dense retrieval without relevance labels

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.154307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56639cbe-056e-4217-bcc9-e5612cbdce73 · outbound

This paper cites Enabling large language models to generate text with citations.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Enabling large language models to generate text with citations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.530249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c54b37-2d41-44a2-82d3-45799b01e10b · outbound

This paper cites Memory matters: The need to improve long-term memory in llm-agents.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Memory matters: The need to improve long-term memory in llm-agents

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.128179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ba85c88-355b-4ad3-a881-d9fdb2b38aca · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Metagpt: Meta programming for a multi-agent collaborative framework

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.540838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b490720-e9e3-4759-8a18-9ef1de73dd40 · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.545718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5136ba-c583-469b-b5a9-781bce2b77ea · outbound

This paper cites Swe-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Swe-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.550929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e9732a-bceb-45d6-8a34-0eee39d495fb · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Dense Passage Retrieval for Open-Domain Question Answering

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.555688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bd55cec-3eb2-457c-a397-ec9fb9b20129 · outbound

This paper cites an unresolved cited work.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:57:49.093514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c0c2917-efae-4d1f-b0c9-4846008ae09f · outbound

This paper cites Langchain.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Langchain

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.078169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 26a752f9-2e8f-4a83-be46-8676981439b1 · outbound

This paper cites Camel: Commu- nicative agents for" mind" exploration of large language model society.Advances in Neural Information Processing Systems, 36:51991–52008, 2023.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Camel: Commu- nicative agents for" mind" exploration of large language model society.Advances in Neural Information Processing Systems, 36:51991–52008, 2023

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.570884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fbcf734-a235-40de-9d50-719d029ab0b8 · outbound

This paper cites Arxiv copilot: A self-evolving and efficient LLM system for personalized academic assistance.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Arxiv copilot: A self-evolving and efficient LLM system for personalized academic assistance

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.053208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad53b6d4-ee6e-4fcb-ae82-c35f1d3a4bbb · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.580818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46737c74-a3ce-4fa2-9826-4cfd080da466 · outbound

This paper cites LlamaIndex: Build ai knowledge assistants over your enterprise data.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System LlamaIndex: Build ai knowledge assistants over your enterprise data

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:49.037093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2cbe54e1-9b54-4cae-a1e5-2d5272d8fc97 · outbound

This paper cites Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36, 2024.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.590778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a984393b-57ad-4938-aaf7-b90f07a5c01c · outbound

This paper cites an unresolved cited work.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:57:49.011069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a63b4e62-ed0c-4646-8523-09d496276683 · outbound

This paper cites TALM: Tool Augmented Language Models.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System TALM: Tool Augmented Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.600939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e42233ca-3f7d-4417-9e1b-5214f87f1b43 · outbound

This paper cites Perplexity.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Perplexity

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:48.994656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01249d1f-ca55-4769-840b-69418ae4660e · outbound

This paper cites In-context retrieval-augmented language models.Transactions of the Association for Computational Linguistics, 11:1316–1331, 2023.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System In-context retrieval-augmented language models.Transactions of the Association for Computational Linguistics, 11:1316–1331, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.610766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f037ac0b-2690-4c00-ab62-1462c427f0f1 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539–68551, 2023.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539–68551, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.615523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad7600f-15a9-4e87-a2f9-b9916aebc021 · outbound

This paper cites Bing search.https://www.bing.com/.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Bing search.https://www.bing.com/

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:48.958081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2fe459bd-1620-4938-981a-75424fac9aef · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36, 2024.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36, 2024

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.624964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd419206-f8af-48aa-b062-3803165b8319 · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.629776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31dca93c-4812-4d40-b534-32bd09e68945 · outbound

This paper cites Emergent Abilities of Large Language Models.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Emergent Abilities of Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.634732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9260de1a-70b4-4247-b26a-6e40dc729712 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.645005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ff5461-8ec4-4e04-b65c-7ddfcc5a9062 · outbound

This paper cites LLM powered autonomous agents.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System LLM powered autonomous agents

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:48.921816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f02b10e9-ec60-4d6f-8bb7-b0516f47e682 · outbound

This paper cites Talk to right specialists: Routing and planning in multi-agent system for question answering, 2025.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Talk to right specialists: Routing and planning in multi-agent system for question answering, 2025

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:57:48.905094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3e0e45e0-9984-489c-83c6-00f1ff040d30 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.659204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc8b349-634a-4a63-ad1e-3dd0b985efb1 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.664210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf55bee-2061-45e9-b077-8a78d5bc30bf · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.Advances in Neural Information Processing Systems, 36, 2024.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System Tree of thoughts: Deliberate problem solving with large language models.Advances in Neural Information Processing Systems, 36, 2024

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.669025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709d029a-cd3c-45d9-a3d2-b186a1b4fe7f · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System ReAct: Synergizing Reasoning and Acting in Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:48.673843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b6f4e071-8eca-4b39-b25e-4d37fdc120a2 · inbound

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications cites this paper.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications KIMAs: A Configurable Knowledge Integrated Multi-Agent System

Reference 91

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:26:29.172577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.