Paper Citation Record · LEDGER

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2505.24442.

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

pith.paper-citation-record.v1
2505.24442 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:27:38.192841Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:52:01.537093Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:12:32.992911Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy17
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 513dc876-b11c-4f6f-a431-88f2ea39e468 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:42.540823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e1e09d6a-ba86-425e-88e1-b2870de05598 · outbound

This paper cites Detail Discrepancies: Missing details, additional specifics, or changes in the level of detail.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Detail Discrepancies: Missing details, additional specifics, or changes in the level of detail

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:42.337840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e72f7a3e-568b-4e78-b7f3-2a213a65be6e · outbound

This paper cites over-optimization.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation over-optimization

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:42.725110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c26904ca-5e86-496e-8bfe-22299eeff9a1 · outbound

This paper cites Residual Aggregator.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Residual Aggregator

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:41.915585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 66d76c7d-f6a2-4fc6-b678-892f262ab3f8 · outbound

This paper cites bhihia". [/THOUGHT] [ANSWER] assert f(.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation bhihia". [/THOUGHT] [ANSWER] assert f(

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.796779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23056e89-b3df-42c2-8f1a-47014cd00d0c · outbound

This paper cites Residuals Detected: Yes.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Residuals Detected: Yes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:42.129579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 58bd7e75-b4a2-45ef-a51f-4bc8146f1bbf · outbound

This paper cites The Children’s Hour.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation The Children’s Hour

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:38.714601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02662022-9584-480a-a308-0b35c508d19f · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:41.759339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15a666b7-f133-439e-833a-b83009307bd3 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:41.544203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3132dfb-d337-4d80-9b1e-ccad022c8b72 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:41.395305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23ee99bf-1f4d-4a31-9ab0-18ab88cb6fbe · outbound

This paper cites Chain-of-thought:.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Chain-of-thought:

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:41.239393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60aab81a-ae8d-45f1-84df-b652a26858e0 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:41.061719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0aeae6cd-5d02-4a32-8d60-1f9ec8d71012 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:40.894725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3aede804-e469-423c-a9cb-0f7d156e2bd1 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:40.743659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9934acd8-b8fe-405b-ae8e-2236da791627 · outbound

This paper cites reasoning.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation reasoning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:40.549278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b2c83c9-c0c4-461f-b127-9da8b1e988c7 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:40.427899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d63ef92-f29b-4b49-b580-33faf8a8a012 · outbound

This paper cites hi", so within the function,s is initially.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation hi", so within the function,s is initially

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:40.270013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e884f21b-f870-46a4-ae7c-73322ac9adc2 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:40.095616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7996e0b3-0fb6-4cb2-a1af-1d38853ec6e7 · outbound

This paper cites b", followed by the value ofs (which is now.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation b", followed by the value ofs (which is now

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.958752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b0af117-5b61-45d8-89aa-7069a4f205ac · outbound

This paper cites X-Men" series, Hugh Jackman performed in several Broadway productions, including.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation X-Men" series, Hugh Jackman performed in several Broadway productions, including

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.632227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7805cc32-4631-40cd-a5ae-3ff204c483bf · outbound

This paper cites Sex and the City,.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Sex and the City,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.521290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5666e510-168b-4583-891d-50574ed28700 · outbound

This paper cites an unresolved cited work.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:27:39.368790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 254e6a23-4511-4c93-84b3-bfdc2457a223 · outbound

This paper cites Doogie Howser, M.D.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Doogie Howser, M.D

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.232274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c8ccb3b-b1df-4616-8146-8368ce200a5d · outbound

This paper cites Wicked," Idina Menzel has had a successful Broadway career and has also appeared in films like.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Wicked," Idina Menzel has had a successful Broadway career and has also appeared in films like

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:39.025212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce4bc7e3-9506-4fb3-8779-6edc91066e13 · outbound

This paper cites The Producers.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation The Producers

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:38.856826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf171961-e832-49a4-979b-ca08d85d45b6 · outbound

This paper cites - Detail Discrepancies: The current response provides more specific examples of Broadway productions for each actor, which were not detailed in the previous response.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation - **Detail Discrepancies:** The current response provides more specific examples of Broadway productions for each actor, which were not detailed in the previous response

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:38.590054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4ff8507-9307-4238-b627-68be47dff9d9 · outbound

This paper cites However, there is a slight reordering and rephrasing of the content without introducing new information or errors.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation However, there is a slight reordering and rephrasing of the content without introducing new information or errors

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:27:38.409008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8e10735-7c79-4189-b132-2714bca465e2 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:27:35.195003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 717cc98f-f193-47ae-8b95-277cc9f343e8 · outbound

This paper cites arXiv preprint arXiv:2503.12434.

RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation arXiv preprint arXiv:2503.12434

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:27:35.091171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6d7f3fea-f87a-4aaa-9c5b-7ebee1951c42 · inbound

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects cites this paper.

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T12:52:01.537093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a24f591-33c4-4f8f-af58-a459be3d1396 · inbound

Balancing Information Accuracy and Response Timeliness in Networked LLMs cites this paper.

Balancing Information Accuracy and Response Timeliness in Networked LLMs RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:12:33.078853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.