Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:31:47.102726Z
Paper Citation Record · LEDGER
FlairGPT: Repurposing LLMs for Interior Designs
As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 2 inbound Pith citation observations for arXiv:2501.04648.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:25:11.010837Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T11:36:55.561604Z
Reference resolution
55 of 55 outbound references displayed
- verified exact0
- verified fuzzy35
- unresolved18
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8c5dbd5a-3bdc-48cc-b2ee-5c4eb73e4158 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.959186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4fedded2-67e9-47ef-87be-fa80ef41c04e · outbound
This paper cites Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies.
FlairGPT: Repurposing LLMs for Interior Designs Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T21:31:47.149495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a5d3f762-b8c6-40a3-acf5-a3994cb38786 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.934940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ede03276-2876-40b8-b2ca-fdde617f877a · outbound
This paper cites (page 2).
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.946926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29514ba8-2a37-42ea-b347-404574f9eb6e · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.909665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8afe420a-d29f-4278-9e56-f918514b604d · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.922334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ba14c1c5-ac40-4a4c-a9c2-d47f86bdaae0 · outbound
This paper cites a bedroom that is 4m × 5m.
FlairGPT: Repurposing LLMs for Interior Designs a bedroom that is 4m × 5m
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.884259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c949bf95-f390-47c3-9733-3969337fccf8 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.897106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c08a3490-e2d8-46af-8791-56e2ed6d8fcf · outbound
This paper cites We define a good layout as one that has the correct types of objects for the prompt, the objects are the correct size, the room is functional and the overall placement is good.
FlairGPT: Repurposing LLMs for Interior Designs We define a good layout as one that has the correct types of objects for the prompt, the objects are the correct size, the room is functional and the overall placement is good
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.836837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bb7fe9a2-9309-4c6d-90da-6f2d5e4cdc4f · outbound
This paper cites A bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs A bedroom that is 4m x 5m
Reference 10
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-10T21:31:47.872293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dd5e0db6-7b51-414b-b1fe-db1af779675d · outbound
This paper cites Mitra / FlairGPT: Repurposing LLMs for Interior Designs 17 of 46.
FlairGPT: Repurposing LLMs for Interior Designs Mitra / FlairGPT: Repurposing LLMs for Interior Designs 17 of 46
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.857771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bed0d2da-24aa-4195-a6c0-63cb74ea3536 · outbound
This paper cites "" This function ensures an object is next to a wall in a room. Specifically the back of the object. 12 Example constraint:.
FlairGPT: Repurposing LLMs for Interior Designs "" This function ensures an object is next to a wall in a room. Specifically the back of the object. 12 Example constraint:
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.795431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8807aa30-cfdd-4fff-bad5-3a728dc6361a · outbound
This paper cites Given the description of the room, each object in the room should be there, and there are no objects in the room that should not be there.
FlairGPT: Repurposing LLMs for Interior Designs Given the description of the room, each object in the room should be there, and there are no objects in the room that should not be there
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.820967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d09f839a-bbed-45dd-a326-97a2532ea7b7 · outbound
This paper cites a bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs a bedroom that is 4m x 5m
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.808116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 52132c11-d3de-4a27-92f7-7eb11809745f · outbound
This paper cites A bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs A bedroom that is 4m x 5m
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.780825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ba1d79ad-c403-479a-8220-f4e8b67e12df · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.765607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f23df399-6f4d-4276-9c27-5a28e0d60ec0 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.742329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 05a3b8b4-0947-4501-ab04-84d0be18141c · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.722656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d7fe9e16-6372-4657-8141-f7a5a3fa6ce5 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.706588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ce1cde13-1447-4590-a6ec-03607e9b5660 · outbound
This paper cites a bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs a bedroom that is 4m x 5m
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.692742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9f8312bd-7ad2-4ef4-907a-5c9241e93cf4 · outbound
This paper cites - The right side of the other nightstand should be against the left side of the bed.
FlairGPT: Repurposing LLMs for Interior Designs - The right side of the other nightstand should be against the left side of the bed
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.679614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 83214a39-a8b5-47d6-84d0-a768cbbfb5a5 · outbound
This paper cites - Ensure there is adequate space behind the desk chair for movement (minimum of 0.5m).
FlairGPT: Repurposing LLMs for Interior Designs - Ensure there is adequate space behind the desk chair for movement (minimum of 0.5m)
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.666227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 64c8a43c-0680-4c44-b196-9cd71be64cc1 · outbound
This paper cites - Maintain at least 0.5m of space in front of both the dresser and wardrobe for access.
FlairGPT: Repurposing LLMs for Interior Designs - Maintain at least 0.5m of space in front of both the dresser and wardrobe for access
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.653451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cdc0fd15-bf6e-46bf-b1fe-60127a663978 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.638193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f262dbe9-5950-468f-a0d4-ccb54e8b0573 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.622044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71b4401b-cb95-4ac6-bf25-416917b70e56 · outbound
This paper cites - The desk should be placed along a wall opposite to or adjacent to the bed to avoid obstruction.
FlairGPT: Repurposing LLMs for Interior Designs - The desk should be placed along a wall opposite to or adjacent to the bed to avoid obstruction
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.605516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3be5aa61-5f5d-48dd-981d-59b9ab72b3fa · outbound
This paper cites a bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs a bedroom that is 4m x 5m
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.591781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 46b76891-2076-4a89-92ee-9856a2a8fd06 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.579444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 61933087-a61d-48a2-875c-46c8ed5080ab · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.569028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf2211fd-59de-49be-a18a-b12a07c17b00 · outbound
This paper cites ### Work Area:.
FlairGPT: Repurposing LLMs for Interior Designs ### Work Area:
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.557683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1cc59c08-35a3-4ab3-9c8b-7bfad8afe0c3 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.543779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 04e76c3a-b397-4899-947b-aef46743ec68 · outbound
This paper cites ### General Decorations:.
FlairGPT: Repurposing LLMs for Interior Designs ### General Decorations:
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.525717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 90efb79a-a478-4e83-9c1c-57ef4d46553f · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.506483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 592bace5-dd80-41c7-8baf-05f75ae7710d · outbound
This paper cites a bedroom that is 4m x 5m.
FlairGPT: Repurposing LLMs for Interior Designs a bedroom that is 4m x 5m
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.486999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4ebcc638-85da-485b-8195-b8786675b12c · outbound
This paper cites - **Colour:** Dark walnut frame with a soft grey upholstered headboard.
FlairGPT: Repurposing LLMs for Interior Designs - **Colour:** Dark walnut frame with a soft grey upholstered headboard
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.470631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e8bcf1d7-ad3b-4a3c-9c89-d26ef5901c80 · outbound
This paper cites - **Style:** Scandinavian-inspired with a focus on functionality and simplicity.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Scandinavian-inspired with a focus on functionality and simplicity
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.455606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c80bcfce-1431-4fb0-a4cc-dc0aec506dfd · outbound
This paper cites - **Style:** Minimalist, providing a clutter-free workspace.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Minimalist, providing a clutter-free workspace
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.438078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c65ce2e1-5649-4083-a632-084d21be5d0d · outbound
This paper cites - **Style:** Modern with a single drawer for a clean appearance.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Modern with a single drawer for a clean appearance
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.422989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 85779ac1-707b-4e42-8f6f-ae325c1c0771 · outbound
This paper cites - **Style:** Contemporary with straight lines and silver handles.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Contemporary with straight lines and silver handles
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.405363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 07245bc9-0456-4462-8852-c50b0998dfa4 · outbound
This paper cites - **Style:** Ergonomic and modern.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Ergonomic and modern
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.391892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0da2f25f-5b14-4cfc-b7da-cb0727912b66 · outbound
This paper cites - **Style:** Elegant and simple, fitting well with nightstands and dresser.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Elegant and simple, fitting well with nightstands and dresser
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.377736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eee0b2d4-44cf-4340-81aa-740c0f1a1019 · outbound
This paper cites - **Style:** Framed in a sleek black frame for a gallery-quality look.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Framed in a sleek black frame for a gallery-quality look
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.365124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3270f2b2-bdf8-480b-abaf-fa31ed75cf30 · outbound
This paper cites - **Style:** Large and full-length for functionality and room enlargement effect.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Large and full-length for functionality and room enlargement effect
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.353413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 077f9b27-a3ac-40d5-a98a-4829fea0a9f5 · outbound
This paper cites - **Style:** Practical and minimalistic.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Practical and minimalistic
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.338298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 62de60a3-d835-4385-8898-e9b4ff8a96de · outbound
This paper cites - **Style:** Sleek and modern, with a small footprint on the desk.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Sleek and modern, with a small footprint on the desk
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.322732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d813976a-da9f-44e1-90ac-9fc4eff3719a · outbound
This paper cites - **Style:** Modern and elegant, adding a touch of luxury to the room.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Modern and elegant, adding a touch of luxury to the room
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.308791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 32c2aec9-b73f-415c-9acd-0fd349052168 · outbound
This paper cites - **Style:** Plush and cozy, placed under the bed extending slightly beyond it.
FlairGPT: Repurposing LLMs for Interior Designs - **Style:** Plush and cozy, placed under the bed extending slightly beyond it
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.293593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 41d2cafc-c169-4eb2-90c4-b521f030b1ff · outbound
This paper cites - One nightstand should be to the left of the bed.
FlairGPT: Repurposing LLMs for Interior Designs - One nightstand should be to the left of the bed
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.277154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9ef04c55-12ac-4eec-a263-c4521b753208 · outbound
This paper cites - Ensure there is adequate space behind the desk chair for movement.
FlairGPT: Repurposing LLMs for Interior Designs - Ensure there is adequate space behind the desk chair for movement
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.259915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 073abef8-ab24-4109-910a-c74f414c60d0 · outbound
This paper cites - Maintain at least 0.5m of space in front of the wardrobe for access.
FlairGPT: Repurposing LLMs for Interior Designs - Maintain at least 0.5m of space in front of the wardrobe for access
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.243623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation afc0e029-642e-4c78-9158-2cfb0da52143 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.224005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c2570493-b28e-43c4-be6b-a84e83769257 · outbound
This paper cites an unresolved cited work.
FlairGPT: Repurposing LLMs for Interior Designs Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T21:31:47.209469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 82c0270a-a87c-4c93-a60e-eb3954d82454 · outbound
This paper cites - The desk should be placed along a wall opposite the bed.
FlairGPT: Repurposing LLMs for Interior Designs - The desk should be placed along a wall opposite the bed
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.194025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d51dcdd-72e8-4182-9feb-c12caec08e05 · outbound
This paper cites - The desk should have a minimum distance of 0.5m from the wardrobe.
FlairGPT: Repurposing LLMs for Interior Designs - The desk should have a minimum distance of 0.5m from the wardrobe
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:31:47.180041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 09412fab-fccb-405b-ad6f-165cc2fd1166 · outbound
This paper cites SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry.
FlairGPT: Repurposing LLMs for Interior Designs SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:31:46.842594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 822ed9db-08cb-42f3-a3a7-92d727469e01 · inbound
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models cites this paper.
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models FlairGPT: Repurposing LLMs for Interior Designs
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:25:11.010837Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bec7c5ca-c3fa-45b3-aa6a-1dfdb40bce0c · inbound
Aggregating LLM-Based Weak Verifiers for Spatial Layout Generation cites this paper.
Aggregating LLM-Based Weak Verifiers for Spatial Layout Generation FlairGPT: Repurposing LLMs for Interior Designs
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T11:36:55.562999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.