Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:41:12.143511Z
Paper Citation Record · LEDGER
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 4 inbound Pith citation observations for arXiv:2602.22638.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T17:35:21.127740Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T08:39:42.498123Z
Reference resolution
37 of 37 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved37
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ac0e376d-fac7-4683-8a8d-4633bf13a3ac · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:07.963486Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1797eb8d-1e8f-41ec-880c-441099dfe37d · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.070221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e138443c-ad29-4569-ad1a-a28de6dc139c · outbound
This paper cites TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.191074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c7815a8-5046-47b7-90e3-8d17b4b35aa9 · outbound
This paper cites TravelAgent: An AI Assistant for Personalized Travel Planning.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios TravelAgent: An AI Assistant for Personalized Travel Planning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.263205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0549a192-f991-476c-8e8e-92e5d273d69a · outbound
This paper cites Beyond Itinerary Planning-A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Beyond Itinerary Planning-A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.440723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2c32df6-7f93-4a6e-a1b1-353d9b3d7237 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.594001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8e57ef0-b5a6-4d6c-9fc7-70c42299e99a · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.706531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0366dad4-4690-4e34-94b5-7fe0e8eb574d · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.749489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddf18aea-71f7-407f-97e9-3891136b4fd2 · outbound
This paper cites The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.801576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 780ad415-a3eb-4fd9-a02a-2b1db53f1c8a · outbound
This paper cites Can Large Language Models Solve Robot Routing?.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Can Large Language Models Solve Robot Routing?
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.880024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 279ee052-5f93-41d4-bda0-34ea63e4f9d4 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:08.983059Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05038b54-b077-42e8-a5c1-551dea153105 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.025366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56b5bba4-addf-41b6-96b2-9acc9bcd9872 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.046399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f196c6cb-daff-4a30-be47-f89df91feb83 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.193764Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02e33677-f4f8-42b7-a2a2-b8496993090c · outbound
This paper cites LASER: LLM Agent with State-Space Exploration for Web Navigation.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios LASER: LLM Agent with State-Space Exploration for Web Navigation
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.360047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 070b3c21-3ae7-4479-9fe1-2e5df4550bb3 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.479832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89dbedfb-fe55-4245-9ac3-18ff7426f6ea · outbound
This paper cites DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.704926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46f78de0-308f-4b8a-8d79-59e565aea55e · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.790286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7447913a-8fb7-48e1-9719-a71db64473a1 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.913409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb51bc62-6b3d-4cd3-bfd9-8f57702cc0dd · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.068001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca7201fd-270e-4103-bf0c-46456306f384 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.193986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8c11e6c-e1d4-466b-a619-43933a561e2e · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.339497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35c84db9-fcff-439d-86e7-796e236ecfbf · outbound
This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.465938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04ff6d1f-ee53-41ec-8cb8-56a3ad70e7c9 · outbound
This paper cites TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.606989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df6c0952-76c1-43b7-9d54-d0815c3addb4 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.754626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 787e6b5f-895c-435a-bcf0-3eca1d3f3785 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.871052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a241cabc-fb96-4c21-a839-5ccc448329fd · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:10.960363Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78602bd3-2139-44c0-aa74-951e15f80e38 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.037983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64b49989-5fef-49bc-80e9-9372d4e0d14d · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.198221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c47c8b3-0a20-4c44-8cec-c59e76477bc3 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.356662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baae46e6-f51e-4186-8207-1c045096ff3c · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.472499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1508bbf9-d70b-44ac-8d47-0e274cc5eb66 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.815711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 395f2b5c-255d-463a-b51f-237501aa36df · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.979423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8e3ccb0-347d-4f5f-b90e-33eccdae3ca2 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:12.066312Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 381b54b9-1094-4a00-bf71-5472d9f4d647 · outbound
This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:12.143511Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5de5ecc6-62aa-45bc-a427-0c1ca673203e · outbound
This paper cites LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:09.594167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a2630f4-6ae8-4eeb-886e-907319ae4a71 · outbound
This paper cites an unresolved cited work.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios Unresolved cited work
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:41:11.631586Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 468bb3d8-99de-44d7-8f69-47ec6df1027d · inbound
TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding cites this paper.
TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-06-11T02:08:43.669022Z
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.
Observation 88604e18-d566-4dca-b956-bfc48a3f6da2 · inbound
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation cites this paper.
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-06-11T02:08:43.669022Z
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.
Observation 0b3facbb-6f89-4ca7-b6b5-03d4de6f6758 · inbound
Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support cites this paper.
Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Reference 107
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T20:56:14.220579Z
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.
Observation 0605edf9-4cde-4f66-9b7f-44fb98ab7811 · inbound
MapReason-OSM: Can Vision-Language Models Make Graph-Verifiable Mobility Decisions from Street Maps ? cites this paper.
MapReason-OSM: Can Vision-Language Models Make Graph-Verifiable Mobility Decisions from Street Maps ? MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T08:39:42.499655Z
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.