Pith Number

pith:QRLCN2EB

pith:2025:QRLCN2EBAL5XLLW7QMUAZLAA6R

not attested not anchored not stored refs pending

Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm

Alex Lamb, Dianbo Liu, Kaicheng Yang, Kaisen Yang, Qinwei Ma, Rushi Shah, Tinghe Zhang

arxiv:2509.23946 v3 · 2025-09-28 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QRLCN2EBAL5XLLW7QMUAZLAA6R}

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	2026-06-23T02:13:58.569234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

845626e88102fb75aedf83280cac00f4517843dc2c32db2f11bc942a7ea8fea0

Aliases

arxiv: 2509.23946 · arxiv_version: 2509.23946v3 · doi: 10.48550/arxiv.2509.23946 · pith_short_12: QRLCN2EBAL5X · pith_short_16: QRLCN2EBAL5XLLW7 · pith_short_8: QRLCN2EB

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/QRLCN2EBAL5XLLW7QMUAZLAA6R \
  | 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: 845626e88102fb75aedf83280cac00f4517843dc2c32db2f11bc942a7ea8fea0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fd4bc611ec474d1a83ec5721afc27c78a042fc64dfe9951280d9bdf3c64121f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-28T15:48:40Z",
    "title_canon_sha256": "4da26046433de2890b0f4f60f862bc803631d0077c1dd8e75f3d801793828669"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.23946",
    "kind": "arxiv",
    "version": 3
  }
}