Paper Citation Record · LEDGER

Benefits and Limitations of Communication in Multi-Agent Reasoning

As of 18 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 4 inbound Pith citation observations for arXiv:2510.13903.

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

pith.paper-citation-record.v1
2510.13903 v2

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:55:52.887383Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:58:39.245722Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T08:06:47.919635Z

Reference resolution

72 of 72 outbound references displayed

verified exact1
verified fuzzy0
unresolved70
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b189018-c553-4098-a051-dfb90b724c0a · outbound

This paper cites In 0 0 0 0 0 0 0 0 # (10) W(R) V =.

Benefits and Limitations of Communication in Multi-Agent Reasoning In 0 0 0 0 0 0 0 0 # (10) W(R) V =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.450886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b0e1dfa-f702-432b-912b-96a21a89dd7f · outbound

This paper cites 23 42 12 34 56 78 90 12|Query: 56.

Benefits and Limitations of Communication in Multi-Agent Reasoning 23 42 12 34 56 78 90 12|Query: 56

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.479094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aad8c70-ac37-49fd-adec-13c888b37d08 · outbound

This paper cites swap ball 1 and 3, swap ball 2 and 4.

Benefits and Limitations of Communication in Multi-Agent Reasoning swap ball 1 and 3, swap ball 2 and 4

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.654624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d8338a3-8027-4ae0-9112-bfb6a6888e70 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.485317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cac0c48c-fc94-4177-9112-1f9743b070bc · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.490929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 447b2093-7fb2-41a2-b8c0-1eac315dbc49 · outbound

This paper cites NOT FOUND.

Benefits and Limitations of Communication in Multi-Agent Reasoning NOT FOUND

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.496963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d96a6b3-53a4-44ba-8c13-25a1eecaad19 · outbound

This paper cites The answer is: [your answer].

Benefits and Limitations of Communication in Multi-Agent Reasoning The answer is: [your answer]

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.506721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ad5dc0-c678-4deb-96d0-15f4714435fb · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.511655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acab1be-89de-4384-988f-225236239a6f · outbound

This paper cites NOT FOUND.

Benefits and Limitations of Communication in Multi-Agent Reasoning NOT FOUND

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.517320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd57694f-e6a1-46b5-b5b6-2c5518780a67 · outbound

This paper cites NOT FOUND.

Benefits and Limitations of Communication in Multi-Agent Reasoning NOT FOUND

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.523071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 290848e9-2d5f-45f6-96e2-e93ef7539cf6 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.529108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abb8b8c-fb80-4e4e-8679-60ca4730b17b · outbound

This paper cites The answer is: [your answer].

Benefits and Limitations of Communication in Multi-Agent Reasoning The answer is: [your answer]

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.535078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e82696d-5e88-4580-b6ea-777366939368 · outbound

This paper cites 24 Preprint.

Benefits and Limitations of Communication in Multi-Agent Reasoning 24 Preprint

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.546255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9830ae50-6713-4072-ab01-cf321c33f575 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.556121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acc61919-515f-463c-9278-522fdd5de533 · outbound

This paper cites This should be a list of binary digits (0 or 1).

Benefits and Limitations of Communication in Multi-Agent Reasoning This should be a list of binary digits (0 or 1)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.561124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 010a3b49-dd62-4d6a-a1f9-27b9c3e4837b · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.566326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3457ba6f-b849-4a4e-8af7-0ece09e8e69f · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.572044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fbc6bd2-0abf-4cf9-88ba-08e3f9eeff66 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.577472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00293384-4f73-403b-8271-66b69eb1f64f · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.582353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1b1913-66b5-4461-8f36-fb9fd7d3fa5a · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.587147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42df0496-7009-40e9-a3e3-28463ed73b96 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 26

Resolution: parse uncertain; no resolver link, observed 2026-08-04T09:55:52.592248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa8c6d3-5e6e-41ef-9d98-579b54849284 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.597340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d7ea50e-3f0a-4bbe-bcf2-49ffa6aa220b · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.603336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f61c50e-3232-4e47-80b2-8302c2ef9c66 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.608741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c755826a-894c-4aed-b82d-8b7830678518 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.613893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f443bffe-d1c2-4709-8778-4c38072760c9 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.618864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c099e758-d2cc-4977-8a48-177b7933eead · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.623827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99919e56-6b50-4d84-ad7f-5208507d39f8 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.629266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11dac71-99d1-4d31-95d5-b0a00235fd70 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.634245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d55b172-91e1-4af7-8ccb-6dd9a89be746 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.639130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a55df5-3a6e-4a7f-96cb-bbcedb3b41a1 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.644398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a751681-a290-4ff1-9883-5a4590a7f130 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.649835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b74f4b6c-5dce-4fff-b675-57f7643affba · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.662141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb0148be-09e9-40d3-bb49-47b239c63c83 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.672027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53fd7748-3a92-4410-9055-d3bed6f9d6b6 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.678248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e60bbde-5423-410a-b0e7-b87d78c37183 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.683438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c81f5d5-e929-408b-b867-bba41be593ba · outbound

This paper cites Do not add extra balls.

Benefits and Limitations of Communication in Multi-Agent Reasoning Do not add extra balls

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.690690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2fd819-24ba-4bbb-9985-ce0feb669dfb · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.696788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43132422-4760-4782-b94d-24471983746b · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.703044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a78358b-d478-4068-a190-d4134a0d4e08 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.709487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9a90a3-a73a-471a-baba-156f944dee14 · outbound

This paper cites The exact same balls, no more, no less.

Benefits and Limitations of Communication in Multi-Agent Reasoning The exact same balls, no more, no less

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.715415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ebfc87-7d24-4c1a-a8e5-5baa8bfd2004 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.722021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 192f520a-c245-4dff-8ef7-c0418011a047 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.727178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759145b9-1deb-417a-856a-8fa7c49d723f · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.733348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 466fcd51-3788-4fd8-991c-bab741df55ef · outbound

This paper cites This represents the complete final state.

Benefits and Limitations of Communication in Multi-Agent Reasoning This represents the complete final state

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.738937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c26721f-0162-497a-a954-ed6d4bf76e6e · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.743973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6a716a-7743-4e87-98e4-37836540f362 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.750150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f622874f-01a6-4fa3-a2dc-02c6b280c3a6 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.755486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b50507-d294-4142-873f-0a79b9f19819 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.760355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67216a2b-bf52-4c3e-93ac-2d219d71248b · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.765761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 641cfe03-ef13-4ca1-9425-c092d29cb6a6 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.771189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e78d4a-ad5a-45bd-b687-e755ca14ffbe · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.776268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be7c00e1-90d4-48ae-a443-cfc9b257941a · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.782587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c0e249f-7a51-4a44-be2d-51a195d18ce3 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.788157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c5433d-4afd-4586-bbe7-80ccfe63118d · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.793526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52e2cbc-0e80-4cb6-b5b0-3098b73f8f39 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.800655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3254bc59-9b9f-4db1-8b0d-a59e9870384a · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.807098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bab8a45-b8b7-4c9d-ac47-533d39d79abd · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.814391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bedbe755-a7df-4314-8f6d-e93411e92277 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.820207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6337f076-52de-40cc-b0f5-85409465b3be · outbound

This paper cites This contains the cumulative effect of all swaps.

Benefits and Limitations of Communication in Multi-Agent Reasoning This contains the cumulative effect of all swaps

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.829058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915c9ff0-331c-4c82-968f-b31ca21610f3 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.835052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a7ab8dc-c785-46b3-889a-3c1d712ebb38 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.840074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f349656a-02fb-4a7a-83c0-1f98ba6bdc8c · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.846782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a60646-1b5b-451a-a27b-d72e5054741b · outbound

This paper cites Alice’s teacher is Bob.” Query: ”Who is John’s boss?” Response: Answer: Mary Example (not found - very common): Facts: ”John’s boss is Mary.

Benefits and Limitations of Communication in Multi-Agent Reasoning Alice’s teacher is Bob.” Query: ”Who is John’s boss?” Response: Answer: Mary Example (not found - very common): Facts: ”John’s boss is Mary

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.851526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b09f08b-a59a-41fa-a7c5-f406aae8acad · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.856601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2a0e6b-fcb6-4797-b371-6572a479a5da · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.861599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab2795e-dcf8-42d2-90c3-9be594887359 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.867060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c490f0-4bde-4dee-a2ed-c06a96c4c465 · outbound

This paper cites Only answer if the exact fact is present and you have double-checked it.

Benefits and Limitations of Communication in Multi-Agent Reasoning Only answer if the exact fact is present and you have double-checked it

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.872015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edea99ed-5982-47e1-9b59-7b9284cef70a · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.877013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb7c2f85-7aee-4ca5-a392-56f9aeab7268 · outbound

This paper cites an unresolved cited work.

Benefits and Limitations of Communication in Multi-Agent Reasoning Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.882482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e9d658-68a1-4438-b298-2c65b5618d91 · outbound

This paper cites E.1 PARITY In this section, we provide PARITYresults similar to those in the main text, but with llama-8B as the base model for agents.

Benefits and Limitations of Communication in Multi-Agent Reasoning E.1 PARITY In this section, we provide PARITYresults similar to those in the main text, but with llama-8B as the base model for agents

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:52.887383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6cfb07-1879-4df2-a99c-85938d8c27b2 · outbound

This paper cites Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing.

Benefits and Limitations of Communication in Multi-Agent Reasoning Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing

Reference 2020

Resolution: verified exact; local_arxiv, observed 2026-08-04T09:58:45.508330Z

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

Observation 781da3fe-08f9-4c40-9aa0-5736e1d511c1 · inbound

Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs cites this paper.

Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs Benefits and Limitations of Communication in Multi-Agent Reasoning

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-16T01:21:41.912267Z

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 8e241616-7a1a-47a6-938d-1051a47171f3 · inbound

Streaming Communication in Multi-Agent Reasoning cites this paper.

Streaming Communication in Multi-Agent Reasoning Benefits and Limitations of Communication in Multi-Agent Reasoning

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-16T01:21:41.912267Z

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 cfff3e4d-146e-4fda-9872-930dd66b8810 · inbound

Streaming Communication in Multi-Agent Reasoning cites this paper.

Streaming Communication in Multi-Agent Reasoning Benefits and Limitations of Communication in Multi-Agent Reasoning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T04:58:39.245722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfedf7ec-dd30-41ed-ad5e-dc822ad48c60 · inbound

Transcript-Managed Transformers: Monotone Multi-Agent Collapse and Universality with Two Pop-Enabled Transcripts cites this paper.

Transcript-Managed Transformers: Monotone Multi-Agent Collapse and Universality with Two Pop-Enabled Transcripts Benefits and Limitations of Communication in Multi-Agent Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:38.205905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.