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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 2026-08-07T06:34:17.273281+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=sha256:4e5b9cf1f98bcbc7681fd8aa5ad98946a90d0374701fdd8e2b5b6a7c5947393c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-15T14:08:14.290030Z digest=sha256:5c239749b0c2ef48378153a85e27f93eec74f2eaf38a57f9d5716f9256ca9582

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-29T12:02:14.499758Z digest=sha256:73b3a3bf3e24b05c5f63cc1c943c8fc6e5a22fff2046615b0cc2507229757829

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T10:37:24.946718Z digest=sha256:8300c7ebdbf31002d38434fb0f1ff901969062731380896875b8f38888601756