Pith Number

pith:XD7NJ3YU

pith:2024:XD7NJ3YU6JM4HUK262QCGOUC54

not attested not anchored not stored refs pending

Code Simulation Challenges for Large Language Models

Anthony Cohn, Christoph Weinhuber, Emanuele La Malfa, Fangru Lin, Michael Wooldridge, Nigel Shadbolt, Orazio Torre, Samuele Marro

arxiv:2401.09074 v4 · 2024-01-17 · cs.LG · cs.AI · cs.CL · 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{XD7NJ3YU6JM4HUK262QCGOUC54}

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

1 paper in Pith

SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization

Receipt and verification

First computed	2026-07-05T08:30:31.149131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fed4ef14f259c3d15af6a0233a82ef3c44079459290e4b4920f74662bc704e

Aliases

arxiv: 2401.09074 · arxiv_version: 2401.09074v4 · doi: 10.48550/arxiv.2401.09074 · pith_short_12: XD7NJ3YU6JM4 · pith_short_16: XD7NJ3YU6JM4HUK2 · pith_short_8: XD7NJ3YU

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/XD7NJ3YU6JM4HUK262QCGOUC54 \
  | 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: b8fed4ef14f259c3d15af6a0233a82ef3c44079459290e4b4920f74662bc704e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "176fdfcf8b883a0beac98031542999d923a60c8bdb68fb49173a678768e41e15",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-17T09:23:59Z",
    "title_canon_sha256": "fc876c4a3587b612b861bd5d4e74066bf86b78334513b0dcf457d2a561bda18f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09074",
    "kind": "arxiv",
    "version": 4
  }
}