Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:16:06.304920Z
Paper Citation Record · LEDGER
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models
As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.10278.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
- verified exact1
- verified fuzzy20
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a048de66-c3c5-4f1b-a8f8-a17296a9532e · outbound
This paper cites and Han, Rilyn and Fei-Fei, Li and Xie, Saining , title =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models and Han, Rilyn and Fei-Fei, Li and Xie, Saining , title =
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.098155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89999f83-87a5-4da9-b401-41dafaa82bed · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.712507Z
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.
Observation aa9e10aa-50c4-48cc-9c1a-9284b0affd2e · outbound
This paper cites ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data , url =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data , url =
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.699483Z
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.
Observation bcaf662b-6c9f-4dec-b564-7e86b4b05cf8 · outbound
This paper cites an unresolved cited work.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:16:07.685314Z
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.
Observation 77531e96-2392-449e-aace-12227ee86910 · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.119929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dd7f347-cbf8-4132-b9d5-125184b65256 · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.662456Z
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.
Observation 842b44ff-c10d-47af-a083-3e98cc92e8c9 · outbound
This paper cites 2024 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2024 , eprint=
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.131624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5068f620-fae6-4c6a-a281-fa5a19d51b4c · outbound
This paper cites 2021 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2021 , eprint=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.135857Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56c5f222-19a9-4817-874e-2b5263b67153 · outbound
This paper cites 2024 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2024 , eprint=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.148875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f8cced-5111-477d-8a6d-f46e45e074a7 · outbound
This paper cites SpaceR: Reinforcing MLLMs in Video Spatial Reasoning.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models SpaceR: Reinforcing MLLMs in Video Spatial Reasoning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.153749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a4d1178-3f1b-4f98-bfd0-9c0c5eff08ef · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.594502Z
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.
Observation 1f8f3b33-1211-48ca-8edc-72981be6719b · outbound
This paper cites Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence , url =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence , url =
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.581548Z
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.
Observation a21c4ee0-4a45-4b18-8446-3375ad32ca0e · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.555514Z
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.
Observation e5544cca-8d0c-4bf2-ad6b-6ba3e7bdf40d · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.530586Z
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.
Observation 5054642a-2078-4cb6-8af7-964696b9bf08 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.505341Z
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.
Observation 0c4c09ec-57fd-4b59-9cb4-0a7f295fda9f · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.490857Z
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.
Observation 8fc276b4-a6d9-4866-bacf-058391c57cbc · outbound
This paper cites and Saenko, Kate and Krishna, Ranjay and Guibas, Leonidas and Chu, Wen-Sheng , title =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models and Saenko, Kate and Krishna, Ranjay and Guibas, Leonidas and Chu, Wen-Sheng , title =
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.478356Z
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.
Observation d1c4922b-b9c9-4a04-b667-3d21bc76b694 · outbound
This paper cites Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.189513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80c287ae-7989-4b66-809b-b47517fafa22 · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.464611Z
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.
Observation 79d57768-cb70-43ea-8934-894b865776b9 · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.451597Z
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.
Observation df96d802-e41c-49d1-bb56-7eaf8bbcec90 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.438470Z
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.
Observation 7901008e-b669-48a8-b0a6-a464788b3a4b · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.401393Z
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.
Observation 40fbdaea-d985-40e5-bd40-23edb8cd8d22 · outbound
This paper cites 2023 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2023 , eprint=
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.221915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ed25394-c91c-4307-a56f-eec7d7724674 · outbound
This paper cites DUSt3R: Geometric 3D Vision Made Easy , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models DUSt3R: Geometric 3D Vision Made Easy , year=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.225825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff9da692-a220-49af-9a59-947ef4d496a6 · outbound
This paper cites VGGT: Visual Geometry Grounded Transformer , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models VGGT: Visual Geometry Grounded Transformer , year=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.230458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48ce547a-ba16-426a-9594-bc100ccc0cb2 · outbound
This paper cites 2026 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2026 , eprint=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.360021Z
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.
Observation 4ef36d43-f8b2-4c9e-b809-7961530eec03 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.319594Z
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.
Observation 65b64441-4b1b-44b4-998b-a3d0b4f3b6cd · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.241882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d393e972-2053-47dc-b658-906965d3641b · outbound
This paper cites 2023 , editor =.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2023 , editor =
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.245541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b8be4d3-5cf3-44d4-9520-60cd72021c46 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.249252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ce40ad-eff6-4611-bfb6-7e44a38465cb · outbound
This paper cites 2024 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2024 , eprint=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.252750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7084bdeb-3698-4f52-98ee-bf46996ba7a0 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.256910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82a5ab25-45f0-4b36-bff7-330e0d835fe8 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.260581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4856399-78a1-4000-b370-d19c29453c6c · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.264998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e382c2bf-45a9-4486-a5fe-728f85e4e734 · outbound
This paper cites arXiv preprint arXiv:2512.16561 , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models arXiv preprint arXiv:2512.16561 , year=
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.268674Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b56c2c9-ad05-4a87-bc8f-c6ae39cffa23 · outbound
This paper cites arXiv preprint arXiv:2511.20648 , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models arXiv preprint arXiv:2511.20648 , year=
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.272360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ed8563-706a-4356-8dc2-90244b2d4e36 · outbound
This paper cites Abstract 3D Perception for Spatial Intelligence in Vision-Language Models.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Abstract 3D Perception for Spatial Intelligence in Vision-Language Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.276162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0399d557-9803-45a7-911c-56396225da80 · outbound
This paper cites arXiv preprint arXiv:2603.00409 , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models arXiv preprint arXiv:2603.00409 , year=
Reference 38
- Resolution
- verified exact
- raw_fallback, observed 2026-08-14T04:16:06.520498Z
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.
Observation b7d45d47-2d83-48f4-9b2a-b4435f195216 · outbound
This paper cites arXiv preprint arXiv:2603.05591 , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models arXiv preprint arXiv:2603.05591 , year=
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.284460Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6618bb78-667c-4abc-81f7-0ae82328503d · outbound
This paper cites European Conference on Computer Vision , pages=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models European Conference on Computer Vision , pages=
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:07.100599Z
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.
Observation de951d94-bbea-4c11-aa9e-1b575b7a308d · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:16:06.292308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 090025c8-624c-4946-95a9-c39af4443988 · outbound
This paper cites The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:06.978567Z
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.
Observation 34e5db0e-208c-40d9-92a4-925aa8c461d8 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:06.965836Z
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.
Observation dea5c195-f580-48aa-b7bd-dc1335f1c166 · outbound
This paper cites 2025 , eprint=.
Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models 2025 , eprint=
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:16:06.916028Z
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.
Pith citing papers
No inbound Pith citation observations are available.