Pith Number

pith:PHFEJZTK

pith:2025:PHFEJZTKIKZUVAREPQHNZ7QHTK

not attested not anchored not stored refs pending

CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generation

Xinrui Li, Ying Chen, Yinzhu Quan

arxiv:2507.08325 v2 · 2025-07-11 · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PHFEJZTKIKZUVAREPQHNZ7QHTK}

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.

Cited by

1 paper in Pith

Self-Reasoning Agentic Framework for Narrative Product Grid-Collage Generation

Receipt and verification

First computed	2026-07-05T12:02:48.147268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79ca44e66a42b34a82247c0edcfe079aabb67d903b7f95c5e986f3e92c7bf505

Aliases

arxiv: 2507.08325 · arxiv_version: 2507.08325v2 · doi: 10.48550/arxiv.2507.08325 · pith_short_12: PHFEJZTKIKZU · pith_short_16: PHFEJZTKIKZUVARE · pith_short_8: PHFEJZTK

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/PHFEJZTKIKZUVAREPQHNZ7QHTK \
  | 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: 79ca44e66a42b34a82247c0edcfe079aabb67d903b7f95c5e986f3e92c7bf505

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fabd903b290b5e6caaf99c742dbff38fcbdd620a61d9ab798842c53d2c6c4225",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-11T05:31:35Z",
    "title_canon_sha256": "e9f39593c59b0d47f28e06d2297231a9e13ac93c34924ff776fa41ba904ac501"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08325",
    "kind": "arxiv",
    "version": 2
  }
}