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Paper Citation Record · LEDGER

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2601.14652.

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

pith.paper-citation-record.v1
2601.14652 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2026-08-01T01:54:00.323445Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T22:43:12.014262Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b3273e1c-25ae-47c2-b844-58b48c99df7e · inbound

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems cites this paper.

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-25T03:01:10.461200Z

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.

source=pdf_text observed=2026-05-14T22:42:43.070265Z digest=sha256:a02c96e3689f4320c9c4adaf1fc517ae9c60b154fdf4b8f47240e00985e7c66e

Observation a44803aa-40a1-4c5d-92c2-d8faa5521a65 · inbound

OrchBench: Evaluating Multi-Agent Orchestration Plans in Isolation via Deterministic Simulation cites this paper.

OrchBench: Evaluating Multi-Agent Orchestration Plans in Isolation via Deterministic Simulation MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

Reference 2026

Resolution
malformed identifier
no resolver link, observed 2026-08-01T01:54:00.323445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:54:00.323445Z digest=sha256:5f1e7da21606b0fb846e8a053987785446be3a6edfa8edf48d1820eb838e2370