Paper Citation Record · LEDGER

Scaling Behavior of Single LLM-Driven Multi-Agent Systems

As of 19 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2606.00655.

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

pith.paper-citation-record.v1
2606.00655 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T18:11:51.416335Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 587554df-fcd3-4750-a04e-e335dea7c128 · outbound

This paper cites 2024 , howpublished =.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , howpublished =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2fe9b5-52c8-4a91-91a0-6884cc1991db · outbound

This paper cites 2024 , journal =.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , journal =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c42ebc-ee51-468f-80cc-039e05a8bf5a · outbound

This paper cites Proceedings of the International Conference on Learning Representations (ICLR) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56bfebd7-9a1c-4739-905d-150678fd308d · outbound

This paper cites Proceedings of the Association for Computational Linguistics (ACL) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Proceedings of the Association for Computational Linguistics (ACL) , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe16f23-7b46-4ed9-a649-e6820512dc8c · outbound

This paper cites 2025 , howpublished=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2025 , howpublished=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9946937e-3930-499f-8c1c-b29c03424def · outbound

This paper cites Advances in Neural Information Processing Systems 35 (NeurIPS 2022) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Advances in Neural Information Processing Systems 35 (NeurIPS 2022) , year=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a4dc84-c84b-4d81-80d2-db33c555f698 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (NeurIPS 2023) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Advances in Neural Information Processing Systems 36 (NeurIPS 2023) , year=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ea64d38-c0f8-48ad-85ca-abf00b8eec54 · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae233d4d-15ef-4d2c-b0b4-91b0ca6a9bc0 · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710fd8ba-b38c-4d48-9134-489d7e7ca027 · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e045bd-57b2-49e2-89a0-4775e25ac363 · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0693665d-8933-45c6-a6e9-44e5c3f595db · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a083826c-c814-4867-88c9-e4643c026378 · outbound

This paper cites 2023 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2023 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40a08fbd-37a7-4be9-a7a4-9236ffd1dc87 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f875d8-7f9f-4665-a643-6ec08171f642 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d643280d-1b5e-4fc7-9669-db99d14605b1 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bdcb2c-6c55-4414-949a-f29341bb999d · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76c974c-55ff-4ab5-af59-9f680423e94f · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5652382-5a50-4eca-80f6-6fff4b3027f7 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4477f18d-7d32-4e86-8246-25c75dd08035 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bb95cec-2c32-4bce-ac8c-bafefa9aa00d · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b00c7c-ef29-4238-b4ca-c6a40aa3d725 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e393e0eb-97e6-47c1-ba5a-e8523f0c4a16 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c206c0c-e378-4038-85e0-cb0ff21b2d4e · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac17b2f-17b5-4034-8d36-f995a31a082f · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb34f01-c3ee-42d8-802f-34fb9a3fb2d6 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf25dd6f-ac59-4130-9aed-4e7fc0744133 · outbound

This paper cites 2024 , eprint=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4943f5-f86e-454f-96fd-903fe9e9eee4 · outbound

This paper cites Red-Teaming.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Red-Teaming

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25bbc1b5-5532-48b4-91a5-7adad21ea819 · outbound

This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:36:12.446399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3733509c-eacc-4880-8e81-24a3b0ba5abf · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems International Conference on Learning Representations (ICLR) , year=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1379b925-8455-4fb6-9584-ec1741f424b1 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Training Verifiers to Solve Math Word Problems

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:36:12.451999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c9f25ce-e5c3-403b-ab4c-7b4017e60635 · outbound

This paper cites Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49f2023-9fd9-4e30-a1bf-39a18b4cc398 · outbound

This paper cites 2024 , howpublished=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2024 , howpublished=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8aabfd6-57e3-48dc-95ec-76ee3bc8a005 · outbound

This paper cites The Eleventh International Conference on Learning Representations (ICLR 2023) , year=.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems The Eleventh International Conference on Learning Representations (ICLR 2023) , year=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e0ae1a7-eb2f-42d4-85fd-1267f96a9837 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:36:12.449502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a4171943-5c38-41d1-a4a5-2360f9d2869c · outbound

This paper cites AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:36:12.454969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82e22041-7a19-40bf-ac58-37b4407c85f9 · outbound

This paper cites an unresolved cited work.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13dbc311-4a3b-48c5-84b6-479f10ef7c8a · outbound

This paper cites Group size effects and collective misalignment in.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Group size effects and collective misalignment in

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3dc9dfd-5e23-43b7-80e4-eabae81bdce3 · outbound

This paper cites an unresolved cited work.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2efa78e-28b9-4658-9789-9e69a194edd4 · outbound

This paper cites Science China Information Sciences , volume =.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Science China Information Sciences , volume =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4364135b-aa64-402f-9f5f-32fc96c672ac · outbound

This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6d9bb8-7565-4e0d-848b-6f6678229329 · outbound

This paper cites 2026 , eprint =.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems 2026 , eprint =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f897f7-d01d-49c3-ac36-e0d1856bac85 · outbound

This paper cites Multi-agent collaboration: Harnessing the power of intelligent.

Scaling Behavior of Single LLM-Driven Multi-Agent Systems Multi-agent collaboration: Harnessing the power of intelligent

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-28T18:11:51.416335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.