Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:41:38.724504Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 5 inbound Pith citation observations for arXiv:2505.12312.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:41:38.724504Z
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, observed 2026-08-02T11:51:33.916475Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-11T01:37:43.767721Z
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 78c37ac4-cb5e-48f1-9598-4e872a8e3202 · outbound
Visuospatial Cognitive Assistant The video shows a person entering a room and panning around.,→
Reference 1
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 1261c0df-e3a8-4a00-bb6f-44ad93e1e71e · outbound
Visuospatial Cognitive Assistant "Cabinet
Reference 2
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 6a8d240a-1481-4ced-92eb-1534500e07dc · outbound
Visuospatial Cognitive Assistant There's a comic book on the floor
Reference 3
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 c18d0128-e0eb-4156-8593-65390173cf2d · outbound
Visuospatial Cognitive Assistant * Cabinet 2: White cube storage unit (seen multiple times, e.g., 0:12, 0:46, 0:52, 1:11)
Reference 4
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 1553fda4-f9b9-4349-a855-d88d0f2b0e55 · outbound
Visuospatial Cognitive Assistant Did I miss any? Did I double-count? The identified items seem distinct and fit the definition of cabinets/storage furniture
Reference 5
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 7742a1a2-b3ae-4505-a23c-c71e3d14b9de · outbound
Visuospatial Cognitive Assistant The low white chest/box (Cabinet 4) is visible again near the door
Reference 6
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 18112928-9023-48f3-ba49-a5f0f6036e6e · outbound
Visuospatial Cognitive Assistant "cabinet
Reference 7
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 eadcebdb-6eec-4295-b080-6c809558c255 · outbound
Visuospatial Cognitive Assistant * The sink is in the bathroom, adjacent to the opposite side of the doorway near the cabinet.,→ * The toilet and bathtub are much further away
Reference 8
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 d4f7bc31-97c9-4149-825c-6a83af8333b7 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 9
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 4a7fdf1c-e93d-4a29-8630-de2d0d16db9c · outbound
Visuospatial Cognitive Assistant "cabinet
Reference 10
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 27b43b82-e61e-469c-a89e-d52b3ba576bb · outbound
Visuospatial Cognitive Assistant "Cabinet
Reference 11
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 d4acd055-139f-48d3-bf49-1d33afe56ad6 · outbound
Visuospatial Cognitive Assistant The camera is positioned *outside* the bathroom, near the cabinet.,→ * 0:05-0:07: Camera pans left, moving *into* the bathroom
Reference 12
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 17bb3b82-212c-44cc-924a-94220487821a · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 13
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 86a6432d-1817-40c2-8a8e-542b3037b430 · outbound
Visuospatial Cognitive Assistant * The sink is just inside the entrance
Reference 14
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 a3f631c7-695a-41f9-a59e-80e0da8b0a4f · outbound
Visuospatial Cognitive Assistant Comparing the sink to the bed requires considering the threshold
Reference 15
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 da805401-4931-4094-bd86-800373dd9bdf · outbound
Visuospatial Cognitive Assistant The bed is also in the bedroom (seen clearly through the door at 1:02-1:04)
Reference 18
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 2cf4fa50-5a2e-49dc-bf0d-d52894a84283 · outbound
Visuospatial Cognitive Assistant "bed""." --- ### Example 3
Reference 19
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 b3c3cbf7-acac-442b-98fc-1a0d13a5718b · outbound
Visuospatial Cognitive Assistant It's the large stainless steel appliance on the left around 03:08
Reference 20
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 fbb7b60a-0cb1-49d2-ace9-46c582d23c9d · outbound
Visuospatial Cognitive Assistant The dining chairs around the table are clearly seen starting around 0:05-0:06
Reference 21
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 c79718e2-b6d1-49bb-a5ea-d2b33c82a79c · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 22
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 423444c9-4d32-422f-a1e8-d136b981d41d · outbound
Visuospatial Cognitive Assistant ,→ --- ### Example 4
Reference 23
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 15bee173-abb4-4183-a256-d9db8626c022 · outbound
Visuospatial Cognitive Assistant This means I need to identify the longest dimension of the sofa visible in the video and estimate its measurement
Reference 24
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 4c47384e-d9b5-4d70-bf51-9b03fc90d10b · outbound
Visuospatial Cognitive Assistant "Blackmail
Reference 25
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 df556fb7-df24-45a4-91de-53ff3347c3f7 · outbound
Visuospatial Cognitive Assistant Its largest side is clearly its length, running parallel to the wall
Reference 26
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 903d12b6-bf08-4a08-ac08-66a48220c068 · outbound
Visuospatial Cognitive Assistant "Fenêtre sur Cour
Reference 27
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 b013dcb4-f37c-45eb-b6f0-2f84a57bbdca · outbound
Visuospatial Cognitive Assistant It looks like the sofa spans approximately 10-12 full floorboard widths
Reference 28
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 437031d8-f4e3-44c9-adeb-6f3ffc0cf4a4 · outbound
Visuospatial Cognitive Assistant A common size for this type of sofa would be around 190 cm or 200 cm
Reference 29
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 d3a5f085-1757-4978-aeb1-a2691abe4821 · outbound
Visuospatial Cognitive Assistant This makes visual estimation less accurate
Reference 30
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 8c556705-9504-4b8f-92b4-e18084ab71a9 · outbound
Visuospatial Cognitive Assistant I'll state a specific number within this range as the best estimate, acknowledging it's an approximation
Reference 31
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 963508a4-5f76-4bee-95fc-b7251bea836f · outbound
Visuospatial Cognitive Assistant ,→ --- ### Example 5
Reference 32
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 951ff3f9-aefb-4c60-8c40-7ce9c5e37751 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 33
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 b9a7b77a-2953-4df5-83e4-79fac0ba7bc3 · outbound
Visuospatial Cognitive Assistant We see a long room with a dining table in the foreground and kitchen elements further back
Reference 34
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 74a08306-5795-4adf-98b8-c2bd66055738 · outbound
Visuospatial Cognitive Assistant * **Shelf:** The shelving unit visible through the doorway at the far end of the kitchen area (the pantry).,→
Reference 35
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 3666bb3d-d7f2-4497-bae2-269ead03e5cf · outbound
Visuospatial Cognitive Assistant "Closest Points
Reference 36
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 765dbf9e-d401-492e-9f56-2f5eeffc5976 · outbound
Visuospatial Cognitive Assistant It appears to be an open-plan kitchen/diner.,→ * **Break Down the Distance:** 23 * From the end of the dining table to the *start* of the kitchen island/peninsula
Reference 37
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 2627e872-d3e1-458d-839b-4d156b720dbd · outbound
Visuospatial Cognitive Assistant Counting boards is difficult due to perspective and movement, but it suggests a significant length.,→ * **Doors:** Standard door height is ~2m
Reference 38
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 a33eff6d-794f-4728-9b0c-02271864a9d6 · outbound
Visuospatial Cognitive Assistant The pantry door is at the far end (8-9m)
Reference 39
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 2cf096a0-558d-4f4d-ac40-5bf613ba3c42 · outbound
Visuospatial Cognitive Assistant Let's re-examine the middle ground.,→ * Look at 0:10
Reference 40
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 7593922e-d4a9-4d90-87dc-2aa8edc563dd · outbound
Visuospatial Cognitive Assistant It's a considerable walk/pan
Reference 41
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 4ea9dffe-4b15-42c3-a8ef-f70f7fe53216 · outbound
Visuospatial Cognitive Assistant ,→ --- ## Guide for Writing “Thoughts
Reference 42
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 26679e5a-258d-46c2-b729-6599c3e92a58 · outbound
Visuospatial Cognitive Assistant The goal is to determine which object appears first in the video
Reference 43
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 a3bc4faa-a449-49b5-8dfc-8bf3ac655e58 · outbound
Visuospatial Cognitive Assistant At 00:15, the sink becomes visible
Reference 44
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 7ea9c2f7-040b-4b01-a0e6-bec83a160923 · outbound
Visuospatial Cognitive Assistant Standard kitchen counters are about 60 cm deep, so the sink appears slightly shorter than that
Reference 45
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 feea8652-b612-4a0c-a9ff-abdd6a9e66f7 · outbound
Visuospatial Cognitive Assistant The stool is at the foot of the bed, so it's farther from the toilet than the bed's head, which is near the door
Reference 46
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 07ede54d-98cf-4867-82a5-7f790333ff9e · outbound
Visuospatial Cognitive Assistant Option A lists the oven before the table, but the oven appears much later
Reference 47
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 4c379673-9386-4335-9fbd-974e6ab4bb81 · outbound
Visuospatial Cognitive Assistant Therefore, the correct order is: sofa, table, TV monitor, oven
Reference 48
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 f4069ce6-7e30-4898-935a-d5e33363fbc1 · outbound
Visuospatial Cognitive Assistant **Define "Chair":** I need to identify objects designed for seating one person, typically with a back and legs or a base
Reference 49
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 6497c575-3010-4f8e-bb7e-55c22f80844c · outbound
Visuospatial Cognitive Assistant * Chair 2: A brown chair at the small round table near the TV/desk.5
Reference 50
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 08701154-ad3a-4c64-8a52-a3c9e889a8d8 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 51
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 126ed9ef-3df5-4e63-82d4-4e0ec3eae96e · outbound
Visuospatial Cognitive Assistant No other chairs are clearly visible in the room
Reference 52
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 5106a106-78b4-467d-96ac-cb5c68a0b201 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 53
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 4aadfaad-1bd4-467f-9a01-a52e72acfa6c · outbound
Visuospatial Cognitive Assistant * **Bed:** A loft bed is positioned along the wall opposite the door (e.g., 0:00-0:02, 0:17-0:19)
Reference 54
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 72911429-09a2-4d6b-b84b-a5f90c181829 · outbound
Visuospatial Cognitive Assistant * The door is on one wall
Reference 55
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 248e49be-6ac4-4bc8-b038-229075338dd3 · outbound
Visuospatial Cognitive Assistant * **Chair/Trash Bin/Radiator:** These three items are clustered together near the window
Reference 56
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 71d681fa-9231-45fd-b0f0-dd3287b54034 · outbound
Visuospatial Cognitive Assistant However, the chair is positioned at the desk, which is closer to the door than the bed is
Reference 57
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 612c5845-263d-41e5-ac5f-e5c460c22945 · outbound
Visuospatial Cognitive Assistant response The video shows a room containing a bed, a desk with a chair, a trash bin, and a radiator
Reference 58
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 71fef73a-706d-46d5-8cc4-534eec027546 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 59
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 a4ee7c56-8986-43fc-8962-a1dc25f078fa · outbound
Visuospatial Cognitive Assistant It's clearly visible at timestamps like 0:25-0:26 and 1:08-1:10
Reference 60
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 c660230d-c1c0-4628-b428-dc664c85b335 · outbound
Visuospatial Cognitive Assistant * **Bed:** The bed is positioned next to the dresser, along the same wall
Reference 61
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 98595d59-4229-4c77-8af5-600cf6b6fd15 · outbound
Visuospatial Cognitive Assistant Thisappears to be a very small gap, likely less than half a meter
Reference 62
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 846ee893-d577-4587-bac2-869137f7a95a · outbound
Visuospatial Cognitive Assistant * The mirror is immediately adjacent to the TV via the dresser
Reference 63
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 e17a5b18-900d-4c9f-b4ec-a857e6978dc1 · outbound
Visuospatial Cognitive Assistant response The video shows a bedroom containing a bed, a dresser with a TV on top, a closet, and a trash bin
Reference 64
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 452151c6-652a-491c-a239-f833593995bb · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 65
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 4953ecd3-b9d8-4cdb-99f3-6ab50eb410e6 · outbound
Visuospatial Cognitive Assistant The side of the bed frame is very close to the dresser
Reference 66
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 e8610307-7c98-49d5-b253-af67a53ee2ed · outbound
Visuospatial Cognitive Assistant **Trash Bin Location:** The trash bin is on the floor near the dresser, closer to the foot of the bed (visible at 0:24, 1:07)
Reference 67
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 682206b8-84dd-434a-953c-34e27728cd65 · outbound
Visuospatial Cognitive Assistant Unresolved cited work
Reference 68
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 499b7616-73ab-4dd2-ab9f-88601ed5ee69 · outbound
Visuospatial Cognitive Assistant * Closet: A storage space, often built-in or freestanding, for clothes and other items
Reference 69
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 35f03e2a-3db3-4f26-8914-6dcbe38e1d2b · outbound
Visuospatial Cognitive Assistant **Compare with Options:** * A
Reference 70
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 6f0f39c1-b66e-4ca6-92c9-bf555b2bfb8f · outbound
Visuospatial Cognitive Assistant The **closet** (a wooden wardrobe) first appears around 0:09
Reference 71
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 ebccb1a3-c47c-4ed3-8744-1e49e7091a0e · outbound
Visuospatial Cognitive Assistant The **table** (the desk) first appears around 0:13
Reference 72
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 ce848e44-3bdd-46ef-91f4-14215b33fe07 · outbound
Visuospatial Cognitive Assistant Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d6679bf-cc48-4971-bc6d-545546ea5cc9 · outbound
Visuospatial Cognitive Assistant Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c74c67d6-8a92-4a42-9dd2-cd7b5946ed9c · inbound
GEM: Generative Supervision Helps Embodied Intelligence Visuospatial Cognitive Assistant
Reference 20
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 e613b2a5-3386-4db3-bc13-5565769f8a96 · inbound
Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning Visuospatial Cognitive Assistant
Reference 20
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 2af22756-9bdc-4c0c-9510-f813574fddf8 · inbound
Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning Visuospatial Cognitive Assistant
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a55e0daf-5511-4355-84dc-2dd28cbde228 · inbound
OneCanvas: 3D Scene Understanding via Panoramic Reprojection Visuospatial Cognitive Assistant
Reference 6
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 fa44a2c0-d1c3-4f6c-9d99-2fad77b1490c · inbound
SpaR3D-MoE: Adaptive 3D Spatial Reasoning from Sparse Views Meets Geometry-Inductive Mixture-of-Experts Visuospatial Cognitive Assistant
Reference 5
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.