Paper Citation Record · LEDGER

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.05791.

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

pith.paper-citation-record.v1
2608.05791 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:29:37.866645Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy4
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88fda615-0b1d-4e0d-8749-8919dfc1e8d8 · outbound

This paper cites Advances in neural information processing systems , volume=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Advances in neural information processing systems , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.806626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b985496-ef0d-4eb9-a7dd-a0b5af94a25e · outbound

This paper cites First conference on language modeling , year=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems First conference on language modeling , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.811372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c69c6bd-d506-4494-b1c1-aae707b40175 · outbound

This paper cites International Conference on Learning Representations , volume=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems International Conference on Learning Representations , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.816097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d07fb16-6542-4b14-b556-15693b7e6166 · outbound

This paper cites International Conference on Learning Representations , volume=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems International Conference on Learning Representations , volume=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.819822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1891b081-a2c2-4cbb-ba3e-e00f79a85ec5 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.823591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0cd0818-7deb-4b52-9dde-176091cdec6f · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.827767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb3cf3e0-fa1a-4e83-ac29-f51ed1e1e0c2 · outbound

This paper cites Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.832936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135b8571-ddcb-4b60-a0e7-42c92c0a73a2 · outbound

This paper cites and Keutzer, Kurt and Gholami, Amir , booktitle =.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems and Keutzer, Kurt and Gholami, Amir , booktitle =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:38.511764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0b4c1e8-1052-4b6b-960a-e3aebca7950a · outbound

This paper cites Plan-over-Graph: Towards Parallelable LLM Agent Schedule.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Plan-over-Graph: Towards Parallelable LLM Agent Schedule

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.840638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b534a5a0-fa57-4171-b462-727a2637b5e4 · outbound

This paper cites Proceedings of the International Conference on Automated Planning and Scheduling , volume=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Proceedings of the International Conference on Automated Planning and Scheduling , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:38.499948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c88a4a9d-91e2-4ac8-81a1-0004b334b497 · outbound

This paper cites International Conference on Learning Representations , volume=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems International Conference on Learning Representations , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:38.305489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a36c37f-2d58-48d9-a06f-9aaf2f0c3248 · outbound

This paper cites Qwen3 Technical Report.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems Qwen3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.851576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea176b7a-0c8d-4625-88c3-0e87901e550c · outbound

This paper cites arXiv preprint arXiv:2602.11964 , year=.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems arXiv preprint arXiv:2602.11964 , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.855520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 026ab6aa-6ffe-43b8-b630-2417e9d4563a · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.859051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9bb857-0c29-4314-9411-fc30d32c1e08 · outbound

This paper cites 2026 , howpublished =.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems 2026 , howpublished =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:38.160391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37baad94-91c7-49f8-82a2-d89eb822b5f1 · outbound

This paper cites 2026 , howpublished =.

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems 2026 , howpublished =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:37.866645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.