Pith Number

pith:ZZ2YLUHI

pith:2025:ZZ2YLUHILENJ6ORIC3NED3KVPA

not attested not anchored not stored refs pending

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs

Hexuan Deng, Jun Rao, Jun Yu, Min Zhang, Xiaopeng Ke, Xuebo Liu, Zhenxi Song

arxiv:2507.18584 v1 · 2025-07-24 · cs.CL · 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{ZZ2YLUHILENJ6ORIC3NED3KVPA}

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	2026-07-05T11:42:50.446706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce7585d0e8591a9f3a2816da41ed5578156338b7622dabdcfdcef1c2e4a7c2a0

Aliases

arxiv: 2507.18584 · arxiv_version: 2507.18584v1 · doi: 10.48550/arxiv.2507.18584 · pith_short_12: ZZ2YLUHILENJ · pith_short_16: ZZ2YLUHILENJ6ORI · pith_short_8: ZZ2YLUHI

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/ZZ2YLUHILENJ6ORIC3NED3KVPA \
  | 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: ce7585d0e8591a9f3a2816da41ed5578156338b7622dabdcfdcef1c2e4a7c2a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "533224d627668c0a6b6a1d693985a18c830d9dde51b0eca0617f810c8212f482",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-24T17:03:27Z",
    "title_canon_sha256": "6195a8413b046aa8f22b0313d0624d849f735f336bb1f7be9e4dd2d7d14efda3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18584",
    "kind": "arxiv",
    "version": 1
  }
}