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Paper Citation Record · LEDGER

Visual Agentic AI for Spatial Reasoning with a Dynamic API

As of 19 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 3 inbound Pith citation observations for arXiv:2502.06787.

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

pith.paper-citation-record.v1
2502.06787 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:23:01.606616Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:42:13.369383Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:29:31.630916Z

Reference resolution

86 of 86 outbound references displayed

  • verified exact0
  • verified fuzzy46
  • unresolved39
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f95e4485-9b43-46f0-b05b-c3e82acb99e1 · outbound

This paper cites GPT-4 Technical Report.

Visual Agentic AI for Spatial Reasoning with a Dynamic API GPT-4 Technical Report

Reference 1

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no resolver link, observed 2026-08-08T14:23:01.164524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.164524Z digest=sha256:682fe8c52fc90ac580b16d1588f784b2523668e91e9fdc610febb49eba2e6608

Observation 120d0cdb-c4f4-4369-a450-4bb09764c9d7 · outbound

This paper cites Claude, 2024.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Claude, 2024

Reference 2

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no resolver link, observed 2026-08-08T14:23:01.170242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.170242Z digest=sha256:1269ec717eb9de12b325293b380ea1ad670e672bc8c79c783719633b4acecc0d

Observation bf34100f-1bc2-4946-885a-c5e058500806 · outbound

This paper cites Vqa: Visual question answering.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Vqa: Visual question answering

Reference 3

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T14:23:01.175334Z digest=sha256:cd279a36f0dc11022472caaad9d36f267c427873e9dc12df6d7958f5493afbd5

Observation 3c92a05f-1213-4666-884a-31d1c15251c1 · outbound

This paper cites Arc prize, 2024.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Arc prize, 2024

Reference 4

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no resolver link, observed 2026-08-08T14:23:01.180644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.180644Z digest=sha256:248585a7f1c33f27d5e40ac9cc82172e85fa46de19f5e32e4bd61c8e15c5d422

Observation b2ac62be-a04c-4a1e-8601-01112120cae3 · outbound

This paper cites Omni3D: A large benchmark and model for 3D object detection in the wild.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Omni3D: A large benchmark and model for 3D object detection in the wild

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.185603Z digest=sha256:cd7d35d839c68c4423aa27299dd5bf6ed700e0abb16300c6a4b1e847b2b9e761

Observation ad2f6fd4-b591-4848-9fac-bc0a85fa237c · outbound

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

Visual Agentic AI for Spatial Reasoning with a Dynamic API Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.190798Z digest=sha256:13fbd5ed031c73f7f41e14286a3bee6e2d4ee2bc47fe6f0593ba4710952c1907

Observation 3fc389af-9098-425f-9392-cf0d46c0e35b · outbound

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

Visual Agentic AI for Spatial Reasoning with a Dynamic API Spatial- rgpt: Grounded spatial reasoning in vision-language models

Reference 7

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no resolver link, observed 2026-08-08T14:23:01.195656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.195656Z digest=sha256:8a93912524cd5d444eb99e6a6f1ed28198090785f6935bff33457b4c4005b903

Observation fa96e76b-864d-440c-a2a7-8b4860292a4e · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.201062Z digest=sha256:37c3b581caaede89577495bba40367ed43b4ae472219c59c9009aa01e2dc8892

Observation aa49c95c-cc43-4471-a037-b9920f6c76da · outbound

This paper cites The Llama 3 Herd of Models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API The Llama 3 Herd of Models

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.206202Z digest=sha256:85a000f9683ab3f31a55592e6eefa22cb12522cbe259bff273f227d8a282748c

Observation 074c4ad7-efb0-4940-9b96-c5f3f57df053 · outbound

This paper cites Dreamcoder: growing generalizable, interpretable knowledge with wake– sleep bayesian program learning.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Dreamcoder: growing generalizable, interpretable knowledge with wake– sleep bayesian program learning

Reference 10

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raw_fallback, observed 2026-08-08T14:23:02.839484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.211308Z digest=sha256:9842ef269de19bd16f3a82abbf837fa645b55acc8aceae7a5bfb5a59f9d590e3

Observation b7692ab8-ee90-4507-9cf9-cbe6333c459a · outbound

This paper cites Symbolic regression with a learned concept library.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Symbolic regression with a learned concept library

Reference 11

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raw_fallback, observed 2026-08-08T14:23:02.824692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.216216Z digest=sha256:11c7997fde83677e40f14948b203cc51905affc554161ce7dd3568d9a27f66f9

Observation e12e5f75-b731-4f14-8e60-32c4b3e85740 · outbound

This paper cites Visual program- ming: Compositional visual reasoning without training.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Visual program- ming: Compositional visual reasoning without training

Reference 12

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raw_fallback, observed 2026-08-08T14:23:02.810755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 8ec06476-6441-42ea-8ff6-b871a03e455e · outbound

This paper cites Ns3d: Neuro- symbolic grounding of 3d objects and relations.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Ns3d: Neuro- symbolic grounding of 3d objects and relations

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.796905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.226662Z digest=sha256:6ad41fe0e5e93759d1dd9292c38417abeb09c7b6a3b9251d7b72272a96d4b1fd

Observation 4b13dc7b-930e-4916-85b3-edc756df61fc · outbound

This paper cites What’s left? concept grounding with logic-enhanced foun- dation models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API What’s left? concept grounding with logic-enhanced foun- dation models

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.231578Z digest=sha256:e9b718c57e4c5c166d7b0e7a377c60428060306f72dc847c9aaec46493895bd1

Observation eee63fba-ad5f-4bd7-a12e-c1d9a92ba7c5 · outbound

This paper cites Scenecraft: An llm agent for synthesizing 3d scenes as blender code.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Scenecraft: An llm agent for synthesizing 3d scenes as blender code

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.767986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.236622Z digest=sha256:e3f6a6d1862f9f6ce7f20cbb32c9fba8067b9a6fb42af1db8590b11e6cbae371

Observation f2411c8d-6ae7-47a1-b45a-3d2a7396db60 · outbound

This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Gqa: A new dataset for real-world visual reasoning and compositional question answering

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.752941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.241604Z digest=sha256:b7f96a0d372e087554ede15e6351db1e1724a38dc8ec11ecfe07a5078b7eff4c

Observation b13d36ba-d66a-4c9c-a5b9-5cef8c31686f · outbound

This paper cites Mantis: Interleaved multi-image instruction tuning, 2024.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Mantis: Interleaved multi-image instruction tuning, 2024

Reference 17

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raw_fallback, observed 2026-08-08T14:23:02.737847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.246592Z digest=sha256:0704d3d6a579bb38b5d09479446685ada907661fdfbd5da2a2646ba52d63d807

Observation fcb658ae-3a7a-40a1-a9c9-261ac9ad15bf · outbound

This paper cites Clevr: A diagnostic dataset for compositional language and elementary visual reasoning.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Clevr: A diagnostic dataset for compositional language and elementary visual reasoning

Reference 18

Resolution
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raw_fallback, observed 2026-08-08T14:23:02.723193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.251219Z digest=sha256:cbf88ae23edf217c6ffa6cc6c334382ac00fdb5a32c1256e93b110acfe90ce88

Observation 18fd7e79-80ef-4760-a495-0665976837fb · outbound

This paper cites What's "up" with vision-language models? Investigating their struggle with spatial reasoning.

Visual Agentic AI for Spatial Reasoning with a Dynamic API What's "up" with vision-language models? Investigating their struggle with spatial reasoning

Reference 19

Resolution
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no resolver link, observed 2026-08-08T14:23:01.255895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.255895Z digest=sha256:b1b46e572f53820f95c803754902847f471192990177b73d92348d93d9b75207

Observation 4858ce49-9c7a-4a14-b5d5-bbaeccdad89b · outbound

This paper cites Referitgame: Referring to objects in pho- tographs of natural scenes.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Referitgame: Referring to objects in pho- tographs of natural scenes

Reference 20

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raw_fallback, observed 2026-08-08T14:23:02.708407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.261270Z digest=sha256:197785f8d221d8d9f862459c1accd5e12cf1c59681a1e84da45f9efc0765eb0c

Observation 28bef5c0-70a1-446e-aa03-f52738d299ed · outbound

This paper cites Vilt: Vision- and-language transformer without convolution or region su- pervision.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Vilt: Vision- and-language transformer without convolution or region su- pervision

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.692966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.266195Z digest=sha256:4464bd88172d14363ead7e64847d17483512705b569acb1b8d938f7d6a3280a9

Observation f0fc87d8-00b3-4bd7-86fd-6b4c4234c1e2 · outbound

This paper cites Segment any- thing.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Segment any- thing

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.270890Z digest=sha256:08dac570e6ee85705d0140c843c2137b792db674ccc7199ac745b13c7828c54e

Observation 5bd69d2d-1cd6-4c02-9dde-1ddab808ec3a · outbound

This paper cites Human-level concept learning through proba- bilistic program induction.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Human-level concept learning through proba- bilistic program induction

Reference 23

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raw_fallback, observed 2026-08-08T14:23:02.661479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.275568Z digest=sha256:347249d82cc0be23fb1649dfdb7146321649096ba2bac227e4882a9a3f5aaf57

Observation fb4a8476-7c64-405c-a2e4-9de59be7a012 · outbound

This paper cites LAB-Bench: Measuring Capabilities of Language Models for Biology Research.

Visual Agentic AI for Spatial Reasoning with a Dynamic API LAB-Bench: Measuring Capabilities of Language Models for Biology Research

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.280828Z digest=sha256:1450953877d08124a51fae8a80c64f1719f027a4224a5db6b259ceb63e954e3a

Observation f0610d23-b999-47d0-859e-10b7eb1c98e8 · outbound

This paper cites Grounded language-image pre-training.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Grounded language-image pre-training

Reference 25

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raw_fallback, observed 2026-08-08T14:23:02.646085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.285990Z digest=sha256:1dd904bc3a0e994029ccfe51fd95ed1c74c663200aac0cd21db9ddadaa0425c6

Observation 50e50d42-2383-4a4b-91a1-4f8ccd212dee · outbound

This paper cites Reasoning paths with reference objects elicit quanti- tative spatial reasoning in large vision-language models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Reasoning paths with reference objects elicit quanti- tative spatial reasoning in large vision-language models

Reference 26

Resolution
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raw_fallback, observed 2026-08-08T14:23:02.631604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.290571Z digest=sha256:d6b4fd94d3ac74bfbc4da81c4658906e22372e43566bef182e620d5e13123333

Observation 99b3663f-baf8-46e5-87a4-eb098cdc497e · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.295183Z digest=sha256:55aa6a1e6964a7c58b39d61f9d131303e344c672c626359513b3cd258d25e3f4

Observation 7835e1f7-a362-4f28-81c6-3e45e2e66fd8 · outbound

This paper cites The neuro-symbolic concept 9 learner: Interpreting scenes, words, and sentences from nat- ural supervision.

Visual Agentic AI for Spatial Reasoning with a Dynamic API The neuro-symbolic concept 9 learner: Interpreting scenes, words, and sentences from nat- ural supervision

Reference 28

Resolution
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raw_fallback, observed 2026-08-08T14:23:02.615930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.302565Z digest=sha256:8e892f87ec30d2163fc888eb988146420dd570d0aac622c52f8a2ba4af6ab4e1

Observation 5e7d529a-92e9-4228-8d23-b1ea1d2bbbc1 · outbound

This paper cites Simple open-vocabulary object detection.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Simple open-vocabulary object detection

Reference 29

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no resolver link, observed 2026-08-08T14:23:01.307896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.307896Z digest=sha256:bb0b6ab58cf8ad207ad6a6d00a0ca16c8657860edaeeb7ccddad6dd4b30d7333

Observation d8e79731-1d7d-43e7-b460-3e24ad5f3e77 · outbound

This paper cites Linc: A neurosymbolic approach for logical reasoning by combining language models with first-order logic provers.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Linc: A neurosymbolic approach for logical reasoning by combining language models with first-order logic provers

Reference 30

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raw_fallback, observed 2026-08-08T14:23:02.591312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.312794Z digest=sha256:a7e3cf1eac38bc104326c28d3b24025cd4eede5545b5ead52add6dffb2b2e414

Observation 0b10da57-fb6f-4625-82d2-dcab51b57f8d · outbound

This paper cites Unidepth: Universal monocular metric depth estimation.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unidepth: Universal monocular metric depth estimation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.576601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.317727Z digest=sha256:2f93490b949b1e3027aa27999f21baa4bc5916466bfa4ca9abbd03bec8f18ca1

Observation e34ae55a-a657-4794-9dc1-38651aa33231 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Learn- ing transferable visual models from natural language super- vision

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.323537Z digest=sha256:80bdbbb2f2b78bc0bafd5c2925ef3582b1a01c766f6fa444d4785acf56c34eec

Observation b84cf0ae-3e01-466d-8483-21a6b2790717 · outbound

This paper cites Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.552676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.328872Z digest=sha256:19ea09b2cb31f11ad81ac109079094ebe0dcc29b8d8786b2d0840bd465712476

Observation 201d6826-8143-4611-a33e-9b231c299130 · outbound

This paper cites Neurosymbolic programming for science.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Neurosymbolic programming for science

Reference 34

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raw_fallback, observed 2026-08-08T14:23:02.537866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.333742Z digest=sha256:41da63ec9d953e5b495e585457393d7737907bd3ddae4434a9d734197f8f612e

Observation e493977b-df53-479a-b056-e17cfda956cb · outbound

This paper cites Vipergpt: Vi- sual inference via python execution for reasoning.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Vipergpt: Vi- sual inference via python execution for reasoning

Reference 35

Resolution
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raw_fallback, observed 2026-08-08T14:23:02.523589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.338676Z digest=sha256:c2f3eaa0c4d841769dca1095fe26b0cba1fb1d0d8648dc7382b2bed2a8a62e4b

Observation 7e1115d6-e7fb-4a9e-9b21-fdc6464536e9 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Gemini: A Family of Highly Capable Multimodal Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-08T14:23:01.344160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.344160Z digest=sha256:d83cab36663b7c2c3d4b9f06f76f6e78f527473291a65bf847c925dadc65c141

Observation 7688d822-6798-46ab-83f0-6f62fe70afff · outbound

This paper cites An in-context learning agent for formal theorem-proving.

Visual Agentic AI for Spatial Reasoning with a Dynamic API An in-context learning agent for formal theorem-proving

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.508900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.349207Z digest=sha256:9c1c1fa6e6f6151bdb6c02f4f3b7c4c6b31d0394f14f5521ef12625f918c0a11

Observation ea4821a6-a4af-40fd-a2bc-1dd1c42f905a · outbound

This paper cites Cambrian- 1: A fully open, vision-centric exploration of multimodal llms.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Cambrian- 1: A fully open, vision-centric exploration of multimodal llms

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.494313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.353732Z digest=sha256:e1a787a4919d8ca28ba59d4c4fcfc0669fd1f31bb92ffccecc78b5a299109f38

Observation d869cab9-6f7c-4095-897c-5471aecd3167 · outbound

This paper cites Houdini: Lifelong learning as program synthesis.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Houdini: Lifelong learning as program synthesis

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.479269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.358278Z digest=sha256:4ffdbb8c4ef550bd8480c07444c98b2388b793da3d4b27893e39596652c0b757

Observation a818a82c-54c1-43b4-9106-8a620c687770 · outbound

This paper cites V oyager: An open-ended embodied agent with large language models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API V oyager: An open-ended embodied agent with large language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.463698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.362848Z digest=sha256:95caea52218ed6aec27f0481ba66eaf22135c0df91e1b22c43a72e6f481afad5

Observation f9f7bb11-7ace-4c02-85cd-c8ccf1d26275 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Chain-of-thought prompting elicits reasoning in large lan- guage models

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.448552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.367527Z digest=sha256:5dad22e94a574b5a7209ae06b0a17b62f8f48a3183582b92f64446c81ea724d5

Observation b166f276-322b-4eda-8ef3-32b64daf0763 · outbound

This paper cites Promptchainer: Chaining large language model prompts through visual programming, 2022.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Promptchainer: Chaining large language model prompts through visual programming, 2022

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.433585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.372432Z digest=sha256:cf4a52fb87391faec777087a85b370e9fdfa4d56b64dcdcf3498f83901901965

Observation d149cd42-aef9-42d5-8463-88db4439e3cd · outbound

This paper cites Ai chains: Transparent and controllable human-ai interaction by chaining large language model prompts.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Ai chains: Transparent and controllable human-ai interaction by chaining large language model prompts

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.418376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.377136Z digest=sha256:55d4319ca1d10d2a63a182cf4a55c69f0e63a4c951404bfba6ebcc803c1f3801

Observation 49eff7f8-eaf4-4724-9864-ee73168ee76c · outbound

This paper cites Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T14:23:01.381890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.381890Z digest=sha256:bf4b2771f7eab4edc210608fac0e781432a7efe19696c0fb6d23e2f9562bfeb1

Observation 80a0492a-2a43-446d-8752-4f308ffd5727 · outbound

This paper cites Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T14:23:01.386624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:23:01.386624Z digest=sha256:b944dc4e9a9222b07e2d73f84612dcb832fb1efc3c81be0c7b9bfd25b4077b65

Observation db041158-c9d6-4738-822f-bcdcac585292 · outbound

This paper cites \"\" Returns a list of objects in the images Args: image (IMAGE): Image to search for objects in Returns: list: List of strings corresponding to all of the objects in the image. \.

Visual Agentic AI for Spatial Reasoning with a Dynamic API \"\" Returns a list of objects in the images Args: image (IMAGE): Image to search for objects in Returns: list: List of strings corresponding to all of the objects in the image. \

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.374259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.402252Z digest=sha256:9b16dab3446cd0e7966de67c3ed512f91e2560cfb83c94808569b45f73fe1864

Observation 132ba06a-3990-447f-b0a6-618cfc7314e0 · outbound

This paper cites On" is defined as the closest object ABOVE another object. Only use this definition for.

Visual Agentic AI for Spatial Reasoning with a Dynamic API On" is defined as the closest object ABOVE another object. Only use this definition for

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.359841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.406923Z digest=sha256:43a1350cde77181c7f3b4e8c0060786a10da48924df765e34df259d6e03d11e9

Observation 7a275d49-c483-4f17-a96d-0652945dbda9 · outbound

This paper cites 6) "Depth" measures distance from the camera in 3D.

Visual Agentic AI for Spatial Reasoning with a Dynamic API 6) "Depth" measures distance from the camera in 3D

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.345532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.411285Z digest=sha256:5af682d49f2ea9c7b343f57b21b7a7607c1d3c7204fd80af6d47d6a31574b164

Observation f1ea57e3-2718-48a9-a4c9-1a9f5c3f5047 · outbound

This paper cites What is the shape of the matte object in front of the red cylinder?.

Visual Agentic AI for Spatial Reasoning with a Dynamic API What is the shape of the matte object in front of the red cylinder?

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.331032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.415724Z digest=sha256:cda769f4a5f60d6368f8d14f86b820d6e8d589074948aa530f0dcf3be670b53b

Observation d35b2c29-9b37-410c-8e3e-6081db55c4ae · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.315968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.420633Z digest=sha256:6cbf07e6d8ff1997e7c202299cc67e3b4fd11ebe35d34096ced532d9493837df

Observation 38247dd4-f840-4310-a565-64b21ceaace0 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.301515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.425102Z digest=sha256:ef8edbd56f58ddd095f59ee4f38a84134325a14a1590717bcedbcdcd48b50806

Observation 968be6d2-9fdf-4828-a246-707d445e09dd · outbound

This paper cites Store the red cylinder if you find it and break from the loop.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Store the red cylinder if you find it and break from the loop

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.287139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.429871Z digest=sha256:b31e2050a12512ba7ba2d45e968262de151083a1f976a6a3d0ffc723e6bc2214

Observation b7d965b4-8776-44c1-95df-75582fd9951e · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.257045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.440648Z digest=sha256:999e078d7f415c5712dc1a6fd7466979d21ea8fe3193e280d03ea7977edc1b83

Observation ba3d3e33-bb8f-4e2c-b8e5-a9117e521e94 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.241311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.445225Z digest=sha256:6e432d0c6965452a7a319a5ae9a7353b3a525a24f726147c4d298a093b9e8454

Observation 363edebb-ec48-4830-b775-f5c3e95d7970 · outbound

This paper cites final_result.

Visual Agentic AI for Spatial Reasoning with a Dynamic API final_result

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.224282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.449782Z digest=sha256:ee4ac0dd8411875215a2d61300fc1cf93c9552b370ce6fcb665ef5fc7514f730

Observation 34bf8e55-61f4-497c-91e5-217692683dd4 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.209245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.459229Z digest=sha256:2f7921252d920a250b9238f99d5f8c2edc431ebc829218f056abc5da10d3e8f0

Observation 3fff3896-ae8d-4d03-b7c4-8c37b4b3befc · outbound

This paper cites final_result.

Visual Agentic AI for Spatial Reasoning with a Dynamic API final_result

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.193461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.463819Z digest=sha256:1d0e278ba4ecdc5c11a8e713f79e41bc2347924831685c6a9b3ff653e636299a

Observation 409e235b-36e5-448d-b129-1f1dfc7c079c · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.178289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.468430Z digest=sha256:0dd09af49ed39052651fc4ed0c3e7718990f26c323af7f0d895b88dab08a88bd

Observation 396a48a1-4fbb-4064-93bd-de3a03602db0 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.163008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.473231Z digest=sha256:a6112a3c25675ecfc548ce8f029526604367cc51a7aff32fb098f88143c2bdd3

Observation acfe8601-7cd3-4d77-85e1-5ea13a74a6d3 · outbound

This paper cites Store the blue pillow if you find it and break from the loop.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Store the blue pillow if you find it and break from the loop

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.147251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.477694Z digest=sha256:9e17367bae863871c2c1f131eff47bc85234cfec83651ec786af4f68920ddd29

Observation 6c5bd6df-8032-4612-8a81-d045b19f4011 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.131941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.486662Z digest=sha256:d977d265d15ab6a4459686b722b4878ba1911b83c9084e9989ec9da45a29e83c

Observation d91c758a-0b67-4825-821b-17f4164ad007 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.116414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.491372Z digest=sha256:b7ae28fe304fdbfc1645f6e380ae685e73f73c11b3ae401609e9d89e5795c236

Observation e76233bf-3e8d-454c-ae3b-cc5b915eb7b7 · outbound

This paper cites How many objects have the same color as the metal bowl?.

Visual Agentic AI for Spatial Reasoning with a Dynamic API How many objects have the same color as the metal bowl?

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.101150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.496622Z digest=sha256:d8bd637bd2c7b0e4c4041dbf9d181b18a1efb59e64018ba960462960cd44f764

Observation 38ffda71-8325-471f-a9b6-519b5fc16f04 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.085560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.501672Z digest=sha256:094dcee829ce9bf5882b0a5b12dfc3c64fc004f5cc21e59629dc74c8bd7f9a5e

Observation a7774823-70d3-478d-944e-801f5920bfd7 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.070375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.506809Z digest=sha256:4bd224de36ed8b0307f22f16bdbf876c91bc9de7a550373ac1914279f3fb0144

Observation fae76e19-6fb2-46c6-85b2-245ed94b0720 · outbound

This paper cites Store the metal bowl if you find it and break from the loop.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Store the metal bowl if you find it and break from the loop

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.055346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.511542Z digest=sha256:59b3da65c6d132106527cd8d9087d8ef3c10432684310b84394a03dfc67e5316

Observation 5bf77df6-afad-443f-9a98-693d977d317b · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.040134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.516174Z digest=sha256:92a3a256daacb58f0a80e18035de826b9e43923d17ce48cfb405d47824801b1e

Observation d16b94fd-b17a-46ae-9856-8e76cc67d29f · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 73

Resolution
parse uncertain
raw_fallback, observed 2026-08-08T14:23:02.271831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.522220Z digest=sha256:afc022434bbc157dd5d8999281cdd5822bb0cde95ea7ce21e6c987d8a3372d11

Observation af4df678-bb23-4af6-87fb-44afdfbb12a1 · outbound

This paper cites If it is, skip it.

Visual Agentic AI for Spatial Reasoning with a Dynamic API If it is, skip it

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:02.024620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.526761Z digest=sha256:fdf5316931d3971559fe1301225715b8abd7020dfc0d2c7892eb7a60573c0248

Observation abcdf448-cdfd-4d6a-a0f3-c3bd50f26e80 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.009934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.531507Z digest=sha256:1de6282efd0d30036bde030e24af75f16097fdedc060bae05906b078f85b5fcf

Observation a65300b3-8daf-4b39-a4ce-d3eeaf420ebe · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.994377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.536593Z digest=sha256:90c8b3f7d33ba69157bde1605d2d2581ab557d57aeffb1ddee6defd82be7dcf0

Observation 88cff868-4ff4-454c-9d1d-141b97f9baa2 · outbound

This paper cites final_result.

Visual Agentic AI for Spatial Reasoning with a Dynamic API final_result

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.979887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.541373Z digest=sha256:13601eccf15fa5b63dc11708b66c745b8621406a3462cbd2d46ea1a0a05473a5

Observation 7ee9ce9b-f748-4e47-998a-20150bcb0205 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.965404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.546008Z digest=sha256:4f3edb861cb4f57890780026bfe6744a2d2d80724f336b3a282c69f808c4ce6c

Observation 9360c9be-f0cb-436b-9d66-f696f04eb4f4 · outbound

This paper cites 3D size is equal to 2D size times the depth of the object.

Visual Agentic AI for Spatial Reasoning with a Dynamic API 3D size is equal to 2D size times the depth of the object

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.948411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.550658Z digest=sha256:e798ffcf06387f15318b12f1e3b4cc0418866a67eb29106675d8d35b43b93430

Observation 16446d61-2ab3-4c66-a579-6ea7db4e2d33 · outbound

This paper cites On" is defined as the closest object ABOVE another object. Only use this definition for.

Visual Agentic AI for Spatial Reasoning with a Dynamic API On" is defined as the closest object ABOVE another object. Only use this definition for

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.932865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.555216Z digest=sha256:b28527d8f5981b7858ff317a905ddfeb0845b31cf4c139b48522ede3a492f20b

Observation 62c9db8a-67e9-4fd2-a91f-3e49c2dedccf · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.916337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.559723Z digest=sha256:e04aee131b17d124204e3fb63b02ed727458763e7b0d91224266e5c88c4f4c34

Observation 8e406518-8073-4f02-8697-95de3e467dbc · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.900533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.564468Z digest=sha256:c107c58b99719eb81912da7def1e534d0a11f21c5b5b5ea60b1a1041b64d10d2

Observation 93620106-f8eb-49a8-b13c-b9eb54eda4cb · outbound

This paper cites Here are some helpful tips:.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Here are some helpful tips:

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.885669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.569076Z digest=sha256:fb93bdce5f8ac03a0859273656afcd1fdf560457178fd16a440795377ab7130f

Observation 7857cf39-a1db-4e74-a5dc-7824f0abfcfe · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.403212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.574322Z digest=sha256:6f65a591f955d1e5cc5156cca210bb50feea196b94e0e72b9dccabe22378a0e8

Observation 0a057756-7c04-40d4-9db4-44c6853c755b · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:02.388796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.578673Z digest=sha256:006b27ea88793813614efa72b4b9e91e967edb5e8a843af505a05bfc9b8d3a89

Observation a7151896-dfc1-4b95-bba2-3fd5c0439cb0 · outbound

This paper cites You can check if two objects are the same with the same_object method.

Visual Agentic AI for Spatial Reasoning with a Dynamic API You can check if two objects are the same with the same_object method

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.869740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.583214Z digest=sha256:cadb22990ecd574809eab970e35ed480bc98a6105bf74484a904a28b3a1cd403

Observation 5258c526-a09c-42e3-88e9-0274270a604f · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.852923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.587782Z digest=sha256:d7a165b027208dada9615d48cb76f99a87e27baf1fd636a7dcccbf5134dfd3a5

Observation fdb3fc1a-3176-4d2d-acef-5837ce204b07 · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.837659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.592450Z digest=sha256:c5e78492ccfaa187c850e76f1068fc5c0462a445ad55b347eb0a8274c1570d97

Observation d59451fc-9d3d-4300-88b2-6359df538d6a · outbound

This paper cites an unresolved cited work.

Visual Agentic AI for Spatial Reasoning with a Dynamic API Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-08T14:23:01.821962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.597156Z digest=sha256:a6db4aec8595cffa2d87c0782efe504b2a01c6e1a27c9ac29feb592dafa18710

Observation 7cee7fac-ff54-4a8b-a419-40c32c32dd8e · outbound

This paper cites To convert to height and width in 3D space, it needs to be multiplied by the depth!.

Visual Agentic AI for Spatial Reasoning with a Dynamic API To convert to height and width in 3D space, it needs to be multiplied by the depth!

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.806460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.601900Z digest=sha256:72be32c713325523493af1fe219f55e3dc821aac461d365178c58767e7f4963e

Observation d7938798-4d96-4058-a031-ece9f652b35b · outbound

This paper cites final_result.

Visual Agentic AI for Spatial Reasoning with a Dynamic API final_result

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:23:01.789592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T14:23:01.606616Z digest=sha256:dd9515cfeb986a480cf92db9cf0c84bc30b65fae2fb2508de1b90e407b6e8cf5

Pith citing papers

Observation 4ed0c017-b963-4442-a183-78a55022320d · inbound

SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL cites this paper.

SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL Visual Agentic AI for Spatial Reasoning with a Dynamic API

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T18:42:13.369383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:42:13.369383Z digest=sha256:c74d5714c1373de3180187b458ab6d976ce5ccd4e6b4286e7e01ca6fdffa9c40

Observation 474978be-b4ea-4afe-a34c-512dbb46dc21 · inbound

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence cites this paper.

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Visual Agentic AI for Spatial Reasoning with a Dynamic API

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:29:31.632968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T17:56:07.864580Z digest=sha256:98e6e8e941d2038db0b75f35757448e9bb2b341d88692fdac4b014d26e2e4436

Observation 7d2dc247-c934-41ab-82f0-09e66da6c447 · inbound

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence cites this paper.

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Visual Agentic AI for Spatial Reasoning with a Dynamic API

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:54:39.067117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T10:22:08.535453Z digest=sha256:22597c9c366108a6812bf1992dc922afa5c546137f3bb43dedd6ba11e604a731