Pith Number

pith:FFVHYIOW

pith:2024:FFVHYIOWGMHZBKK7GCLDU6GWCB

not attested not anchored not stored refs pending

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

Huan Ma, Jialuo Li, Jingzhe Shi, Lei Li, Qinwei Ma, Zaiwen Yang

arxiv:2404.01343 v4 · 2024-03-31 · 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{FFVHYIOWGMHZBKK7GCLDU6GWCB}

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

2 papers in Pith

CNSocialDepress: A Chinese Social Media Dataset for Depression Risk Detection and Structured Analysis

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement

Receipt and verification

First computed	2026-07-05T08:44:52.966475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

296a7c21d6330f90a95f30963a78d6104537b1aa3bb63bdf5f0a9194e0bd2166

Aliases

arxiv: 2404.01343 · arxiv_version: 2404.01343v4 · doi: 10.48550/arxiv.2404.01343 · pith_short_12: FFVHYIOWGMHZ · pith_short_16: FFVHYIOWGMHZBKK7 · pith_short_8: FFVHYIOW

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/FFVHYIOWGMHZBKK7GCLDU6GWCB \
  | 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: 296a7c21d6330f90a95f30963a78d6104537b1aa3bb63bdf5f0a9194e0bd2166

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb8ca9da5614886d39f056ae45b25c84cea86fb4d0b9794f01a5e66bb503192f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-31T07:11:48Z",
    "title_canon_sha256": "1420e452c08aaa39d1f6a8b5d71a9fd15d2d9fd35734f457e7afe8c7854a03b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01343",
    "kind": "arxiv",
    "version": 4
  }
}