Pith Number

pith:DCRQJY3C

pith:2023:DCRQJY3CBOC3GRBBJ6NRT5JFFL

not attested not anchored not stored refs pending

L2MAC: Large Language Model Automatic Computer for Extensive Code Generation

Max Ruiz Luyten, Mihaela van der Schaar, Samuel Holt

arxiv:2310.02003 v6 · 2023-10-02 · cs.SE · cs.AI · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCRQJY3CBOC3GRBBJ6NRT5JFFL}

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.

Cited by

2 papers in Pith

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology

Receipt and verification

First computed	2026-07-05T11:28:09.185902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18a304e3620b85b344214f9b19f5252ade4a88a7b01d63511f22bc914155d4b4

Aliases

arxiv: 2310.02003 · arxiv_version: 2310.02003v6 · doi: 10.48550/arxiv.2310.02003 · pith_short_12: DCRQJY3CBOC3 · pith_short_16: DCRQJY3CBOC3GRBB · pith_short_8: DCRQJY3C

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/DCRQJY3CBOC3GRBBJ6NRT5JFFL \
  | 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: 18a304e3620b85b344214f9b19f5252ade4a88a7b01d63511f22bc914155d4b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c59ffc830e1a435a44d381d0216da583b65468dea88d2646af55101d56dace21",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-02T16:55:19Z",
    "title_canon_sha256": "26a42c86a27973906ad735de38d90eb9f87c7517e3e364b21dae568ee590158c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02003",
    "kind": "arxiv",
    "version": 6
  }
}