Pith Number

pith:LS22GU6B

pith:2026:LS22GU6B6YMRZX3HSUTFQM4VMR

not attested not anchored not stored refs pending

NSR-Boost: A Neuro-Symbolic Residual Boosting Framework for Industrial Legacy Models

Dabiao Ma, Haojun Fei, Hongtao Liu, Jian Yang, Jinle Tong, Mengyuan Han, Qing Yang, Ziming Dai

arxiv:2601.10457 v3 · 2026-01-15 · 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{LS22GU6B6YMRZX3HSUTFQM4VMR}

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	2026-05-26T01:02:30.821341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cb5a353c1f6191cdf679526583395645d9ec3574a0e75f868bb9a97c2ae98eb

Aliases

arxiv: 2601.10457 · arxiv_version: 2601.10457v3 · doi: 10.48550/arxiv.2601.10457 · pith_short_12: LS22GU6B6YMR · pith_short_16: LS22GU6B6YMRZX3H · pith_short_8: LS22GU6B

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/LS22GU6B6YMRZX3HSUTFQM4VMR \
  | 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: 5cb5a353c1f6191cdf679526583395645d9ec3574a0e75f868bb9a97c2ae98eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8514d72a87cdd8923684dee9fc1a3d9881dd16d49a62da51606756af2a1e7637",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-15T14:48:52Z",
    "title_canon_sha256": "be2d892adfebb9a80421bc6073b465b54f75193e51f5c4cbdb02ec0e8bb61941"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.10457",
    "kind": "arxiv",
    "version": 3
  }
}