Pith Number

pith:CX27VG53

pith:2024:CX27VG53UFYL2NYV4RVIHVZM5X

not attested not anchored not stored refs pending

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement

Benyou Wang, Bo Li, Dingjie Song, Mingxuan Wang, Peizhao Li, Shunian Chen, Wenbo Zan, Yan Hu, Yuhao Du

arxiv:2412.14203 v1 · 2024-12-16 · cs.HC · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CX27VG53UFYL2NYV4RVIHVZM5X}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling

3D-CoS: A New 3D Reconstruction Paradigm Based on VLM Code Synthesis

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation

SceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects

CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation

Receipt and verification

First computed	2026-07-05T09:51:41.761441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15f5fa9bbba170bd3715e46a83d72cedd5254f5fc60d4f2dc061461ed6d5d163

Aliases

arxiv: 2412.14203 · arxiv_version: 2412.14203v1 · doi: 10.48550/arxiv.2412.14203 · pith_short_12: CX27VG53UFYL · pith_short_16: CX27VG53UFYL2NYV · pith_short_8: CX27VG53

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CX27VG53UFYL2NYV4RVIHVZM5X \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 15f5fa9bbba170bd3715e46a83d72cedd5254f5fc60d4f2dc061461ed6d5d163

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c12b4fea292e96dc5ef4ea49320f3ff6348cd085eee2b83fe468ca31f6448ecb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-12-16T14:34:02Z",
    "title_canon_sha256": "df6454e0d3aae658ed970e836a3bc5f0570c1bde4569424578d0240a7ccdf9cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14203",
    "kind": "arxiv",
    "version": 1
  }
}