Paper Citation Record · LEDGER

Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2312.08168.

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

pith.paper-citation-record.v1
2312.08168 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:59:11.056801Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T02:44:27.661049Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f82e33e3-62e5-412a-8276-a6204f0f24b7 · inbound

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding cites this paper.

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T05:26:19.602076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f7e11d-5cba-4ba7-9b8b-aa69f5a921d3 · inbound

LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences cites this paper.

LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T04:35:36.858454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea74b37-bbbf-49b7-9edf-769a8dc1b8c2 · inbound

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation cites this paper.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.333277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f217f645-8772-4c3f-85ee-db2aaee3defc · inbound

ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects cites this paper.

ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:54:12.155293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b82864-43c3-4d00-96bb-a77d840c7f12 · inbound

3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding cites this paper.

3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:45:36.679239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3309f5f-4320-43eb-b769-a4b8ef653210 · inbound

GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models cites this paper.

GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T22:32:55.326487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907e174d-fdc8-404d-b5db-bf8aa789b7cb · inbound

CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds cites this paper.

CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:48:27.009762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b171e546-d8cd-4076-8a8f-7972e223fc3f · inbound

Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation cites this paper.

Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:59:11.056801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd07887c-f2d2-405e-b30e-2d9dce6fc3e9 · inbound

LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding cites this paper.

LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T20:42:46.893381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d2de7e-81d4-459f-9cda-97874fd4f2d5 · inbound

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts cites this paper.

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:17.141359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83ed7cf1-98a9-455c-92d6-50f5faa34813 · inbound

Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces cites this paper.

Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:16:11.043939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9edb34-9b72-4b97-8b5d-91ae6ec18f30 · inbound

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation cites this paper.

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:59.681855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a6554e-19af-47e0-8da7-d9bf491cdb57 · inbound

StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling cites this paper.

StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:37:06.509669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f17569-c587-46af-bf64-25ab994e7398 · inbound

Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding cites this paper.

Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:00.188535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0b60dd-6355-4a7b-af04-d789863647da · inbound

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning cites this paper.

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:18.210032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b55d4d-7093-4d20-9716-1656db672a69 · inbound

Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models cites this paper.

Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:42:13.269825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062f83a3-560f-41e2-8e9d-11384709116e · inbound

Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models cites this paper.

Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:14:16.888231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f61fc6d8-17f6-4dfd-9042-44b6db630081 · inbound

B4DL: A Benchmark for 4D LiDAR LLM in Spatio-Temporal Understanding cites this paper.

B4DL: A Benchmark for 4D LiDAR LLM in Spatio-Temporal Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:11:55.990699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 364d4a58-010a-4834-b8f3-01f1140893dd · inbound

Flame3D: Zero-shot Compositional Reasoning of 3D Scenes with Agentic Language Models cites this paper.

Flame3D: Zero-shot Compositional Reasoning of 3D Scenes with Agentic Language Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:11:15.851366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc3c1cb1-049d-446a-9367-efe54c960990 · inbound

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models cites this paper.

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-08T02:44:27.662561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d645eff-9322-418b-bf88-1cc0453a0ee0 · inbound

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models cites this paper.

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T16:00:13.133298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4675c47a-7b5a-4ab3-b24f-83a706477a0e · inbound

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding cites this paper.

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T00:23:01.530176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77f55a7-9fcd-4930-a28a-9d075308a302 · inbound

SocietyBench: Forecasting Counterfactual Social-World Evolution cites this paper.

SocietyBench: Forecasting Counterfactual Social-World Evolution Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 147

Resolution: unresolved; no resolver link, observed 2026-08-05T04:17:18.840883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d0eec4-0369-41df-81bd-2fd1c884db49 · inbound

SocietyBench: Forecasting Counterfactual Social-World Evolution cites this paper.

SocietyBench: Forecasting Counterfactual Social-World Evolution Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 147

Resolution: unresolved; no resolver link, observed 2026-08-10T04:29:41.225884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166595a1-2bb6-4f83-8d6a-ed60a2d91047 · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T04:28:22.542036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c4ff52c-5c96-4b82-8145-5347e70b6aad · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:40.863904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2bc0ca0-a3d6-4508-b248-06b766cd70ca · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T04:18:06.857543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80814b0b-2ab0-46c3-a529-d5a44720240d · inbound

Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models cites this paper.

Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T15:33:29.215429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.