Pith Number

pith:CNYFCNQM

pith:2026:CNYFCNQMNTQYVMQI72TGPVISJ4

not attested not anchored not stored refs pending

A Novel Hierarchical Multi-Agent System for Payments Using LLMs

Donghao Huang, Joon Kiat Chua, Zhaoxia Wang

arxiv:2602.24068 v1 · 2026-02-27 · cs.MA · 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{CNYFCNQMNTQYVMQI72TGPVISJ4}

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	2026-06-23T00:11:49.096879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

137051360c6ce18ab208fea667d5124f3e4bcfde30d03712ea2838a8f9295fcb

Aliases

arxiv: 2602.24068 · arxiv_version: 2602.24068v1 · doi: 10.48550/arxiv.2602.24068 · pith_short_12: CNYFCNQMNTQY · pith_short_16: CNYFCNQMNTQYVMQI · pith_short_8: CNYFCNQM

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/CNYFCNQMNTQYVMQI72TGPVISJ4 \
  | 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: 137051360c6ce18ab208fea667d5124f3e4bcfde30d03712ea2838a8f9295fcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59867a46e1bd73f90857d5aa39b5700ae6baad7e5a25347e6a8f9e9885964bc9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-02-27T14:58:13Z",
    "title_canon_sha256": "6ac7513274e1f787ae9d9744c7891a6c320f66b5f5605893ec0abe1ff401ff37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.24068",
    "kind": "arxiv",
    "version": 1
  }
}