Pith Number

pith:AXR7QRXF

pith:2025:AXR7QRXFHBMHRVBCIB3V77VGR6

not attested not anchored not stored refs pending

Correctness Learning: Deductive Verification Guided Learning for Human-AI Collaboration

Kai Zheng, Lu Jin, Mingliang Xu, Shuo Feng, Xinde Yu, Yizhe Luo, Yucheng Shi, Zhao Jin

arxiv:2503.07096 v1 · 2025-03-10 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXR7QRXFHBMHRVBCIB3V77VGR6}

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	2026-07-05T10:27:49.701044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05e3f846e5385878d42240775ffea68fbf9798b78bad0f6dbc696170289e9131

Aliases

arxiv: 2503.07096 · arxiv_version: 2503.07096v1 · doi: 10.48550/arxiv.2503.07096 · pith_short_12: AXR7QRXFHBMH · pith_short_16: AXR7QRXFHBMHRVBC · pith_short_8: AXR7QRXF

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/AXR7QRXFHBMHRVBCIB3V77VGR6 \
  | 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: 05e3f846e5385878d42240775ffea68fbf9798b78bad0f6dbc696170289e9131

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a97ca5b30013c5cd72a8a0293656a8d0362fac5ecee2860939e9ab6520f2b811",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-10T09:20:38Z",
    "title_canon_sha256": "705a27f521ce1ff1ebe3fc45d68c208876ed08a3c480082b2c8e81fbf9020360"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07096",
    "kind": "arxiv",
    "version": 1
  }
}