Paper Citation Record · LEDGER

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

As of 22 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 5 inbound Pith citation observations for arXiv:2505.16557.

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

pith.paper-citation-record.v1
2505.16557 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:00.683394Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:00:23.543918Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:07:30.272128Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy7
unresolved18
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9aa49ae7-b052-42ab-b404-88249012980a · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:05.831714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b68a5631-23d5-433c-8e28-98ddd56f15f9 · outbound

This paper cites Your output must strictly be instructions to crawler and extractor agents without commentary or extraneous details.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Your output must strictly be instructions to crawler and extractor agents without commentary or extraneous details

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:05.568994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7dab1c9c-0565-489f-8520-2ac4d1924c7b · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:04.966387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e8c0ce72-f87a-4062-91f5-21c7f5abec2d · outbound

This paper cites Only the URLs are output, one per line, without commentary or explanation.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Only the URLs are output, one per line, without commentary or explanation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:04.812640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a7278242-94f3-4e80-9e06-6e6af4cff441 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:02.630454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aaf5f432-00c4-4a26-9861-18926a3df409 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:05.353085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 58cdcc5a-3d83-4b18-92f5-68cbee5093b3 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:05.127375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cb8f4384-6538-4143-8003-8286e8090b14 · outbound

This paper cites Case Study on Misinformation of Agent Not Being Scammed Claude-3.5-Sonnet Rankings: index_list = [5, 8, 3, 6, 1, 2, 4, 7] judge_list = [1, 1, 1, 1, 0, 0, 0, 0] Reasons:.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Case Study on Misinformation of Agent Not Being Scammed Claude-3.5-Sonnet Rankings: index_list = [5, 8, 3, 6, 1, 2, 4, 7] judge_list = [1, 1, 1, 1, 0, 0, 0, 0] Reasons:

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:02.224050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ed454ca-72d8-4b76-aa7b-9d22eeb15e2b · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:04.605703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 906a297f-4f3d-4848-be75-251ed8776d6d · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:04.443462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3699be4c-0d20-4273-930b-be60522499b0 · outbound

This paper cites The output is strictly structured, with no guesses or additional commentary.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning The output is strictly structured, with no guesses or additional commentary

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:04.285827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 68c1a958-82a7-46f1-afc0-cdcd42c2dba2 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:04.162452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2295690-9027-4fb0-8f25-d663969d9de5 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:03.889056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3bc52a51-521b-4a0c-9d82-0d7e5379481f · outbound

This paper cites YES" (to change) or.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning YES" (to change) or

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:03.663183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dc91a394-b860-4f13-ae90-49a8de1cc91f · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:03.448105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e3e9c00-ca44-44e5-b939-022595a671c3 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:03.267355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b46f198e-ad77-45a9-aea0-f7b47d998f2d · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:03.135616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8eb7b1e2-ce92-460a-8ebd-ce99a08ada07 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:02:02.863079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3e9ab0de-4048-4fca-880d-c53c4ff988c3 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:02.455626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca4ab724-7d6f-4e4c-837c-402658b2db98 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:01.933695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4eb3c95-c895-4d56-97b4-82de88b3bb0b · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:01.745211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 54167408-d9b2-481c-82ff-79290c915071 · outbound

This paper cites an unresolved cited work.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:02:01.494420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f978aaae-fd65-42ca-89f6-78a80d963322 · outbound

This paper cites Delta Insider Program,.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Delta Insider Program,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:01.271240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 33fd5b04-53e6-4cff-9291-0b84394b9956 · outbound

This paper cites seats selling out within hours.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning seats selling out within hours

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:02:00.973832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c26c8b2-46db-42d2-b8c0-d1d0d2b539b1 · outbound

This paper cites Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning

Reference 2004

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:58.023047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7490b38a-af62-4ccf-a9d7-103b248659a6 · outbound

This paper cites All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:57.959163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e60ea46-9a2e-429a-ac06-719acec5621f · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-07T15:01:58.148210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ccd1ed23-e9bf-48fa-af7f-99ea2a6db0a7 · inbound

COMPKE: Complex Question Answering under Knowledge Editing cites this paper.

COMPKE: Complex Question Answering under Knowledge Editing Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:00:23.543918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06c55888-2ffd-4070-958f-334f693625d3 · inbound

The Compositional Architecture of Regret in Large Language Models cites this paper.

The Compositional Architecture of Regret in Large Language Models Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:45.680453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304d5447-6a79-48f7-af13-9fd530fe6518 · inbound

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report cites this paper.

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T15:14:22.996359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1fa7e88-eeee-4357-bbd8-d3f1c7b59397 · inbound

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs cites this paper.

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Reference 249

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:07:30.273572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e8653d64-676e-43a1-887a-59bb907f26db · inbound

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications cites this paper.

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T02:04:06.893757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.