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Paper Citation Record · LEDGER

A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.09848.

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

pith.paper-citation-record.v1
2504.09848 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 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:25.790183Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:43.326702Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 63e634cc-3f6d-401b-8b6a-7b9c6048a956 · inbound

Open-Set Living Need Prediction with Large Language Models cites this paper.

Open-Set Living Need Prediction with Large Language Models A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:25.790183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:25.790183Z digest=sha256:65f4e5983ac6d96bb26f50de979b430b55b51a672254e324b82dbbd9527b16be

Observation a030dcfb-3b62-4f79-8cd5-b941de0a9c60 · inbound

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding cites this paper.

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:52:21.335105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:52:21.335105Z digest=sha256:92dec0a4896a5ffb334127ba4ff8faeba3a04782cce2f495249b3e3c1f1f2bea

Observation cca4ae80-564a-4a91-92e6-c2b24e52ec20 · inbound

Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation cites this paper.

Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-16T03:40:33.010733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T03:39:28.364183Z digest=sha256:2a06462bead0f725505b167a89d69b30e3ef7ff2baa722cf2b902234a45d3f48

Observation 47319752-af94-4932-975c-def75c93ca07 · inbound

How Far Are Large Multimodal Models from Human-Level Spatial Action? A Benchmark for Goal-Oriented Embodied Navigation in Urban Airspace cites this paper.

How Far Are Large Multimodal Models from Human-Level Spatial Action? A Benchmark for Goal-Oriented Embodied Navigation in Urban Airspace A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:25:57.147174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T18:09:39.510770Z digest=sha256:1b72a09e404727de2c973dfe34b0fdcb04ebd4694fe75f04f231866a8d9d4349

Observation 74693910-09d0-44ed-8b27-7f67d4efc72e · inbound

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap cites this paper.

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:10:29.647348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T13:48:08.135538Z digest=sha256:6a3350828fe2ea41900b8bc35b10c80a50887d11d26c1679bb9448ff9f0d5662

Observation d61abc35-7a43-4701-9c77-1672ea97cc24 · inbound

Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs cites this paper.

Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:33:05.703873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T06:31:04.432486Z digest=sha256:6a2fe0161302fc581ad4e07f8fbec806e4b58d0aab1c364fcdc68f8b628c2109

Observation a07b1104-4ebc-4f99-bc67-9ad0ee0e9afc · inbound

A Tutorial on World Models and Physical AI cites this paper.

A Tutorial on World Models and Physical AI A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:48:21.437412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T07:27:11.745750Z digest=sha256:8c0ad4382915151a7cdb0f1c120f5344537906a0e489e65bd1d0d910a224b711

Observation 04d99210-4207-4a32-bd1e-d9babffd4188 · inbound

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation cites this paper.

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:59:43.328394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T10:37:24.946718Z digest=sha256:ecacc3867c2567f6bde8dd1801a89f771a7438eb176c479c945a2e31b8eddb8a