Paper Citation Record · LEDGER

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability

As of 10 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2602.11198.

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

pith.paper-citation-record.v1
2602.11198 v2

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:13:26.660266Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

9 of 9 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69008d14-4f56-488c-a064-e11d3f2cb7d1 · outbound

This paper cites an unresolved cited work.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.333610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c52d58a-bde7-42d4-add2-898469089ef6 · outbound

This paper cites Favor verbs differing along: intent vs execution, initiation vs completion.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability Favor verbs differing along: intent vs execution, initiation vs completion

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.388282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96907263-54a2-4bdb-90a0-8199393c13fa · outbound

This paper cites an unresolved cited work.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.472834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ce838e-fff2-40b0-b10a-3564641526f4 · outbound

This paper cites LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.266948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2a94e0-1fe6-44d2-8091-10ab8ca93b74 · outbound

This paper cites get_action_verbs.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability get_action_verbs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.560303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d83d91-93d7-4808-b139-1a8eeca59c8e · outbound

This paper cites ""Map a single table to PropBank rolesets.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability ""Map a single table to PropBank rolesets

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-03T05:13:26.660266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a169d117-8bc7-4c11-b4fd-d0bdb0377935 · outbound

This paper cites Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.177467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17127056-aadb-4714-9c30-ff5eb656d561 · outbound

This paper cites AgentScope: A Flexible yet Robust Multi-Agent Platform.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.082749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9865038-88f9-472c-82e3-01c5bd37f596 · outbound

This paper cites Agentic AI Frameworks: Architectures, Protocols, and Design Challenges.

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability Agentic AI Frameworks: Architectures, Protocols, and Design Challenges

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T05:13:26.007473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.