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Paper Citation Record · LEDGER

Distributed Mixture-of-Agents for Edge Inference with Large Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2412.21200.

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

pith.paper-citation-record.v1
2412.21200 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:14.912960Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:53:14.868585Z

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 dfeca621-250c-4d34-bc33-e4ba534711a7 · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 130

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:14.912960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:14.912960Z digest=sha256:a58236df94fabdb739c03da81a4db1b2e84f287d402f65346d7da3b720c35eb2

Observation 25bb37db-d3ba-485c-b145-102e33531c4c · inbound

MOTIF: Modular Thinking via Reinforcement Fine-tuning in LLMs cites this paper.

MOTIF: Modular Thinking via Reinforcement Fine-tuning in LLMs Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T20:23:59.097832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:23:59.097832Z digest=sha256:283f85c0ead85559ee46884d400f2996c1ad3b32a9fd9c2174ff97e928ba46e4

Observation aa89c273-0ccc-413d-8bca-551af00449f8 · inbound

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

Balancing Information Accuracy and Response Timeliness in Networked LLMs Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T05:12:30.697237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:12:30.697237Z digest=sha256:413a43265bbe42aa27108e6a59be348f3efc56d728c7dd475cfb9f7b265aff9f

Observation 554ce60a-c129-4560-84b4-b0b86fcf3b12 · inbound

Beyond Scaling: Agents Are Heading to the Edge cites this paper.

Beyond Scaling: Agents Are Heading to the Edge Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:53:14.870551Z

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=2026-05-20T11:51:14.999341Z digest=sha256:18800d2d0a3e431254217c1f08b0666d62dafe900158a1eb472b9abfed86c807

Observation eb714716-de51-402f-a343-7b548a63a031 · inbound

Chained Recursive Language Models for Multi-Iteration Reasoning cites this paper.

Chained Recursive Language Models for Multi-Iteration Reasoning Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T04:47:18.331277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T04:47:18.331277Z digest=sha256:85a05d415f7e4564cbfc316cca8a7c8896233e04d14000ca0d55363ebaf7c9ba