Pith Number

pith:LLZRWP4D

pith:2023:LLZRWP4DUVUG2XODGXGM2QSA7L

not attested not anchored not stored refs pending

POSGen: Personalized Opening Sentence Generation for Online Insurance Sales

Qiang Li, Weijia Wu, Yi Zhang, Yu Li, Zimu Zhou

arxiv:2302.06470 v1 · 2023-02-10 · 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{LLZRWP4DUVUG2XODGXGM2QSA7L}

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	2026-07-05T05:41:42.019643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5af31b3f83a5686d5dc335cccd4240fafa9a92c2c35619691fb2e1f95ab26e67

Aliases

arxiv: 2302.06470 · arxiv_version: 2302.06470v1 · doi: 10.48550/arxiv.2302.06470 · pith_short_12: LLZRWP4DUVUG · pith_short_16: LLZRWP4DUVUG2XOD · pith_short_8: LLZRWP4D

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/LLZRWP4DUVUG2XODGXGM2QSA7L \
  | 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: 5af31b3f83a5686d5dc335cccd4240fafa9a92c2c35619691fb2e1f95ab26e67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48c851a9d95991e14433ef354a6aa79ce7f999815f28ecf3221541ce967e96ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-10T01:40:03Z",
    "title_canon_sha256": "a4904aff36833be36c7db7e1cdae6b58ca8b79ef3bb92db99047dd93773b4318"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06470",
    "kind": "arxiv",
    "version": 1
  }
}