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Paper Citation Record · LEDGER

From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.16690.

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

pith.paper-citation-record.v1
2502.16690 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:57.811653Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:43.347863Z

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 ad9b5ebe-fed0-4ea2-a319-154cbfb2a2ac · inbound

Can LLMs Learn to Map the World from Local Descriptions? cites this paper.

Can LLMs Learn to Map the World from Local Descriptions? From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:57.811653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:52:57.811653Z digest=sha256:8d39a229eee819fdd53231cc961c840ed8a10775def1dcc964da7ba9427bee0d

Observation acc50030-12b0-4839-a227-482856a712ca · inbound

Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning cites this paper.

Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T16:50:09.264012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:50:09.264012Z digest=sha256:4e8efa58519e3ec8ed89e711e02ee1ea9694be0be033be12028dc8a7b82101d5

Observation f006c8f4-a26f-459c-ad82-1781f11133a7 · inbound

LLMs for Text-Based Exploration and Navigation Under Partial Observability cites this paper.

LLMs for Text-Based Exploration and Navigation Under Partial Observability From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-15T14:10:03.230902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T14:08:14.290030Z digest=sha256:47f2a2ed059a405ae48508c926d0fccbaf0a54301dfa7b4c4ee8d79c32c66a40

Observation bcd7f083-9bcd-4fc0-a2d7-eb7823aa4542 · inbound

Do LLMs Build World Models From Text? A Multilingual Diagnostic of Spatial Reasoning cites this paper.

Do LLMs Build World Models From Text? A Multilingual Diagnostic of Spatial Reasoning From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:03:23.684666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T12:02:14.499758Z digest=sha256:d5412b6bc67f5a79621024b1cc8a5b69b36c968cb025d66e3661c19a68331671

Observation 2a2ccc4a-d1ef-403c-b402-48f66f19ba30 · 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 From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:59:43.349117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T10:37:24.946718Z digest=sha256:d166dafc93155c9722f92762e69937b9d2fb3c485e80b549cc6374d2222ecc58