Paper Citation Record · LEDGER

LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.15079.

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

pith.paper-citation-record.v1
2503.15079 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:25:27.319946Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6c5e96c2-0566-4a09-a3cb-f3e0c8381ae6 · inbound

WFC/WFD: Web Fuzzing Commons, Dataset and Guidelines to Support Experimentation in REST API Fuzzing cites this paper.

WFC/WFD: Web Fuzzing Commons, Dataset and Guidelines to Support Experimentation in REST API Fuzzing LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-05T12:25:27.319946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 883eb765-2608-4c7b-9060-5cbf9a66448d · inbound

SAINT: Service-level Integration Test Generation with Program Analysis and LLM-based Agents cites this paper.

SAINT: Service-level Integration Test Generation with Program Analysis and LLM-based Agents LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T21:54:06.826315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb1e879c-84f8-45c5-827e-7565ec1603a6 · inbound

OOPS: Automated generation of REST API specification via LLMs cites this paper.

OOPS: Automated generation of REST API specification via LLMs LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T09:45:06.222587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb202f46-1a02-4ead-8c9b-2a2c29b9404e · inbound

Quantifying Divergence in Inter-LLM Communication Through API Retrieval and Ranking cites this paper.

Quantifying Divergence in Inter-LLM Communication Through API Retrieval and Ranking LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T13:00:00.522393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 66884578-f59a-413a-b2eb-3518af7a40af · inbound

RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements cites this paper.

RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:14:37.989349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60f9dc04-acba-4b8b-9ec2-5e20663724b9 · inbound

Multi-Agent LLM-based Metamorphic Testing for REST APIs cites this paper.

Multi-Agent LLM-based Metamorphic Testing for REST APIs LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T11:03:19.037822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62259708-47da-4f0b-b644-b4f2a991949f · inbound

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions cites this paper.

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 82

Resolution: malformed identifier; arxiv_id, observed 2026-06-28T18:42:29.407619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5ec09b30-d42a-47a4-af11-89de7485dbe7 · inbound

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions cites this paper.

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-04T04:56:44.344960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.