Pith Number

pith:ZA4TQASZ

pith:2025:ZA4TQASZLJO3ERRHT37E63QJPS

not attested not anchored not stored refs pending

From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark

Chao Lei, Krista A. Ehinger, Nir Lipovetzky, Yanchuan Chang

arxiv:2505.17482 v1 · 2025-05-23 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZA4TQASZLJO3ERRHT37E63QJPS}

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	2026-07-05T11:08:26.727417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8393802595a5db246279efe4f6e097ca1ad86c93ccb4fcb2c49595e9c07b4c6

Aliases

arxiv: 2505.17482 · arxiv_version: 2505.17482v1 · doi: 10.48550/arxiv.2505.17482 · pith_short_12: ZA4TQASZLJO3 · pith_short_16: ZA4TQASZLJO3ERRH · pith_short_8: ZA4TQASZ

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/ZA4TQASZLJO3ERRHT37E63QJPS \
  | 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: c8393802595a5db246279efe4f6e097ca1ad86c93ccb4fcb2c49595e9c07b4c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "322da1c46411f94f3e80f35ee3e34b2ed8776da9ccbfecfb01dfd37568c54f80",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-23T05:21:14Z",
    "title_canon_sha256": "7e4c7a8c90e36bbbea1edfc3dc34a43571fb76f2efa8f774457f396f208fa6fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17482",
    "kind": "arxiv",
    "version": 1
  }
}