Pith Number

pith:IVVKSXKM

pith:2024:IVVKSXKMHKKAKWCL2LLVT26CDZ

not attested not anchored not stored refs pending

Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

Alan Akbik, Ansar Aynetdinov, Maximilian Mews, Peter Eisert, Vivian Schiller

arxiv:2411.15279 v2 · 2024-11-22 · cs.LG · cs.GR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IVVKSXKMHKKAKWCL2LLVT26CDZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T10:59:03.856253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

456aa95d4c3a9405584bd2d759ebc21e5b0a611a65c393739bcd0aa0f867368f

Aliases

arxiv: 2411.15279 · arxiv_version: 2411.15279v2 · doi: 10.48550/arxiv.2411.15279 · pith_short_12: IVVKSXKMHKKA · pith_short_16: IVVKSXKMHKKAKWCL · pith_short_8: IVVKSXKM

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/IVVKSXKMHKKAKWCL2LLVT26CDZ \
  | 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: 456aa95d4c3a9405584bd2d759ebc21e5b0a611a65c393739bcd0aa0f867368f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1ddff18a310fe3593bd7f71ab5680edd40f5926b08c667901bc90bea069b9cd",
    "cross_cats_sorted": [
      "cs.GR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-22T15:29:12Z",
    "title_canon_sha256": "173c13b66031c3f2c06ea92327bcdc8f224620ecfce9036801254bb8079e64fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15279",
    "kind": "arxiv",
    "version": 2
  }
}