Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models

Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models

stale

Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-03-27
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models | Route /signal-canvas/scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models",
    "query_text": "Summarize Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models",
  "normalized_query": "2603.24721",
  "route": "/signal-canvas/scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models",
  "paper_ref": "scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models

PDF: https://arxiv.org/pdf/2603.24721v1

Repository: https://github.com/oceanflowlab/QuatRoPE

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-27T20:30:31.765Z

Signal Canvas receipt window

Ready for execution: Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models

/buildability/scalable-object-relation-encoding-for-better-3d-spatial-reasoning-in-large-language-models

Build Nowready

Subject: Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models

Verdict

Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface