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Paper Citation Record · LEDGER

Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2402.01108.

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

pith.paper-citation-record.v1
2402.01108 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:15:38.239206Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 227100d6-bc20-4df5-aa73-bee6e22ee729 · inbound

SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration cites this paper.

SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T18:15:38.239206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:15:38.239206Z digest=sha256:ee5d4d22b8d9e487f01dc68096cb9dd8b72eb8e5f0a2163ffa1eb800ecb6b4a5

Observation 69f656d5-c4ca-47f4-87c0-30a21ea1ff6a · inbound

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems cites this paper.

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:39:58.842852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:39:58.842852Z digest=sha256:90e8ffe9408578d3e81b5cf39e0fc979239562ec175889fe079e235250590d2c

Observation feb55291-8b84-4ac8-afe3-06d170d94a78 · inbound

Latent Collaboration in Multi-Agent Systems cites this paper.

Latent Collaboration in Multi-Agent Systems Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T20:17:50.938812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T20:17:50.938812Z digest=sha256:93d33ab0e9263db09e3ba548fad1c0b0dd7f6c672011ea70d97a0b622e1827f9

Observation 01dd76be-1954-4a00-9976-f131435abf5e · inbound

Latent Collaboration in Multi-Agent Systems cites this paper.

Latent Collaboration in Multi-Agent Systems Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T06:52:33.562852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T06:52:33.562852Z digest=sha256:57c83bac5aa8d9abcee96ba8725aeb8e64cf66e296969e3c6386ef0766c67ff5

Observation cdfff70d-5258-4ead-87da-fc90561f8202 · inbound

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems cites this paper.

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-02T22:58:09.968219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T22:58:09.968219Z digest=sha256:d02244577ee799afc261838834042fd51947077b00184144c2c97093e224f086

Observation 3084322d-dbee-4ade-a71b-18b34ba96790 · inbound

PrismaDV: Automated Task-Aware Data Unit Test Generation cites this paper.

PrismaDV: Automated Task-Aware Data Unit Test Generation Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:58.151625Z

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.

source=pdf_text observed=2026-05-09T22:14:30.829159Z digest=sha256:4204d4d238777769b01e3ccd1849069fa54e94b94a5412de3f9670126d18f883