Paper Citation Record · LEDGER

Warehouse Spatial Question Answering with LLM Agent

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.10778.

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

pith.paper-citation-record.v1
2507.10778 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:29:40.087802Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy10
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2ed1f8c-2a8d-4720-84e0-5316589660b5 · outbound

This paper cites SpatialBot: Precise Spatial Understanding with Vision Language Models.

Warehouse Spatial Question Answering with LLM Agent SpatialBot: Precise Spatial Understanding with Vision Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:38.536084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8546b2a5-113b-4722-93f7-8bacdf1ba08e · outbound

This paper cites Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties.

Warehouse Spatial Question Answering with LLM Agent Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:38.601314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 454134af-8b06-4101-84ee-8f8796bd87a7 · outbound

This paper cites Spatial- rgpt: Grounded spatial reasoning in vision-language mod- els.

Warehouse Spatial Question Answering with LLM Agent Spatial- rgpt: Grounded spatial reasoning in vision-language mod- els

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:41.903708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82dec2ed-f7d3-4dc7-b385-6488c149875e · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Warehouse Spatial Question Answering with LLM Agent Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:38.751572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2839409-843e-4a79-8ea7-8a2741ae333b · outbound

This paper cites Deep residual learning for image recognition.

Warehouse Spatial Question Answering with LLM Agent Deep residual learning for image recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:38.866567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91eac91c-5b43-4613-918e-ed4b68643fa5 · outbound

This paper cites ToSA: Token Merging with Spatial Awareness.

Warehouse Spatial Question Answering with LLM Agent ToSA: Token Merging with Spatial Awareness

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:29:40.213090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ab03bd5-fe61-43cb-9a85-e8ea79c7a311 · outbound

This paper cites Zero-shot 3d question answering via voxel-based dynamic token compres- sion.

Warehouse Spatial Question Answering with LLM Agent Zero-shot 3d question answering via voxel-based dynamic token compres- sion

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:41.636975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bea3ddf5-48cb-4953-a0a4-9a820e2facfb · outbound

This paper cites Embodied agent inter- face: Benchmarking llms for embodied decision making.

Warehouse Spatial Question Answering with LLM Agent Embodied agent inter- face: Benchmarking llms for embodied decision making

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:41.484786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0645438-3102-44c6-be13-edce72644785 · outbound

This paper cites Seeground: See and ground for zero-shot open- vocabulary 3d visual grounding.

Warehouse Spatial Question Answering with LLM Agent Seeground: See and ground for zero-shot open- vocabulary 3d visual grounding

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:41.340612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95ded4ad-249c-406d-b44a-c81945463e3c · outbound

This paper cites Focal loss for dense object detection.

Warehouse Spatial Question Answering with LLM Agent Focal loss for dense object detection

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:39.339118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b91428a8-af37-48e5-8393-4014bd586534 · outbound

This paper cites an unresolved cited work.

Warehouse Spatial Question Answering with LLM Agent Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:29:41.171583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fab6fd2-c228-419e-a7fa-02f60e1b36c3 · outbound

This paper cites Videoagent: Long-form video understanding with large language model as agent.

Warehouse Spatial Question Answering with LLM Agent Videoagent: Long-form video understanding with large language model as agent

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:41.004358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0eb380ba-f903-4438-8451-a846145b6362 · outbound

This paper cites Vlm-grounder: A vlm agent for zero-shot 3d visual grounding.

Warehouse Spatial Question Answering with LLM Agent Vlm-grounder: A vlm agent for zero-shot 3d visual grounding

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:40.857991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdd43a2f-1baa-469b-91e6-839abcf414f5 · outbound

This paper cites Fouhey, and Joyce Chai.

Warehouse Spatial Question Answering with LLM Agent Fouhey, and Joyce Chai

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:40.724684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8860a391-0e75-410b-af83-022e58746082 · outbound

This paper cites Visual programming for zero-shot open-vocabulary 3d visual grounding.

Warehouse Spatial Question Answering with LLM Agent Visual programming for zero-shot open-vocabulary 3d visual grounding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:39.837375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d12a078-4ada-4793-ac93-cdb943b2dae1 · outbound

This paper cites Agent3d-zero: An agent for zero-shot 3d understanding.

Warehouse Spatial Question Answering with LLM Agent Agent3d-zero: An agent for zero-shot 3d understanding

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:40.590524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a4424dfe-9a38-4859-b3f6-9f00496230c5 · outbound

This paper cites See and think: Embodied agent in virtual environment.

Warehouse Spatial Question Answering with LLM Agent See and think: Embodied agent in virtual environment

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:40.473966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf329b4c-22fd-4676-8123-d4de0cb898f8 · outbound

This paper cites Video-3d llm: Learning position-aware video representation for 3d scene understanding.

Warehouse Spatial Question Answering with LLM Agent Video-3d llm: Learning position-aware video representation for 3d scene understanding

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:29:40.349978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.