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Paper Citation Record · LEDGER

Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.20252.

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

pith.paper-citation-record.v1
2405.20252 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:36.115861Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T09:17:13.891328Z

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 911552ce-b8c2-4981-a768-b755c66ef75c · inbound

Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation cites this paper.

Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:36.115861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:36.115861Z digest=sha256:c9ad40065744b5f75844a7096026682a4629acea0d78e82228815a2438911591

Observation 827a9462-b5bb-4ca6-bb9b-adeb267be357 · inbound

Thought Graph Traversal for Test-time Scaling in Chest X-ray VLLMs cites this paper.

Thought Graph Traversal for Test-time Scaling in Chest X-ray VLLMs Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:17:13.896249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T09:15:46.135084Z digest=sha256:feca658b1391b0b37337f9a1471577853b50dca65b175663c7e0031833d02798

Observation 341a368d-dece-4147-a542-a14dfe331d4a · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:59.009997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:59.009997Z digest=sha256:6c5fa06c5201313b40d93c1bdf9672638ff295385e203fb9b2ac67b42e139505