Paper Citation Record · LEDGER

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

As of 5 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 4 inbound Pith citation observations for arXiv:2601.03707.

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

pith.paper-citation-record.v1
2601.03707 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T16:39:22.944925Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:50:11.364739Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T03:19:30.549127Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy3
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5d2657c-c4b9-48ff-bd21-8f261d7c5dec · outbound

This paper cites GPT-4o System Card.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions GPT-4o System Card

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-21T16:40:22.323598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 647cb7be-1d17-4da7-94e6-9d93c59fbc8a · outbound

This paper cites InProceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions InProceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:40:22.843906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50a61edd-cd32-4923-a761-f22e58dd8824 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.818916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e3b987c-adbf-439e-b22f-7465e995127a · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.841520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de0dfa93-6c0d-4a68-a645-d568ba1e70b0 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.820970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23aace6e-4298-41e9-b28a-cce39012afd6 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.825389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ce82df37-0120-4e86-ab9e-fbc43bdc7b23 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.823174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ac54702c-f4fe-47d6-8e92-c6f33449812c · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.839500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 884271b6-cf62-4304-93a6-6b90e1a50993 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.846481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8756f602-400d-4ec3-9aa0-31264d9405d0 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.827511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f72f9281-0d29-4776-8b50-4304945ce310 · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.829524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de1966a8-5949-48e6-a7f4-d3b11835b893 · outbound

This paper cites Otherwise, it clearly requires more than 8 actions to approach the target, output exactly 8 future actions.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Otherwise, it clearly requires more than 8 actions to approach the target, output exactly 8 future actions

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:40:22.831679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 652cda1a-257d-4092-a54b-4521a805254f · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.837657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 185323bc-2de3-415d-9ce2-31444773935b · outbound

This paper cites an unresolved cited work.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-21T16:40:22.835767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a47848a6-8b05-498a-84a3-a14967a2c524 · outbound

This paper cites TURN_RIGHT.

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions TURN_RIGHT

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T16:40:22.833730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 04dac598-5362-497a-a9ce-4e9e8ca3d8b8 · inbound

Vision-Language Navigation for Aerial Robots: Towards the Era of Large Language Models cites this paper.

Vision-Language Navigation for Aerial Robots: Towards the Era of Large Language Models AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:00:31.689068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a9d8a289-543a-4cbd-b10d-586c10f459ab · inbound

See-and-Reach: Precise Vision-Language Navigation for UAVs within the Field of View cites this paper.

See-and-Reach: Precise Vision-Language Navigation for UAVs within the Field of View AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-04T03:19:30.550772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a3bcddf-bfe8-4c63-95bb-95f493f17f88 · inbound

AirGroundBench: Probing Spatial Intelligence in Multimodal Large Models under Heterogeneous Multi-View Embodied Collaboration cites this paper.

AirGroundBench: Probing Spatial Intelligence in Multimodal Large Models under Heterogeneous Multi-View Embodied Collaboration AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T20:03:56.829561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2d3a5570-814f-41c9-ad57-17f1248efb54 · inbound

SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents cites this paper.

SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:50:11.364739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.