Pith Number

pith:CKNXNLSG

pith:2025:CKNXNLSGG5TJ2X77Q2AWQPLKVG

not attested not anchored not stored refs pending

Generative AI and Sales Productivity: Field Experiments in Online Retail

Dante Donati, Kaifu Zhang, Lu Fang, Miklos Sarvary, Zhe Yuan

arxiv:2510.12049 v4 · 2025-10-14 · econ.GN · cs.AI · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKNXNLSGG5TJ2X77Q2AWQPLKVG}

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

Intelligence Impact Quotient (IIQ): A Framework for Measuring Organizational AI Impact

Receipt and verification

First computed	2026-06-02T03:05:04.035418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

129b76ae4637669d5fff8681683d6aa9b5cf29c86630d797ba58f9a3682c3889

Aliases

arxiv: 2510.12049 · arxiv_version: 2510.12049v4 · doi: 10.48550/arxiv.2510.12049 · pith_short_12: CKNXNLSGG5TJ · pith_short_16: CKNXNLSGG5TJ2X77 · pith_short_8: CKNXNLSG

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/CKNXNLSGG5TJ2X77Q2AWQPLKVG \
  | 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: 129b76ae4637669d5fff8681683d6aa9b5cf29c86630d797ba58f9a3682c3889

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6658c56a03166c40686d5c45355130548486e9678cd3bff6b0960a77b3b61a",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2025-10-14T01:17:09Z",
    "title_canon_sha256": "f5c8e0d88ec5a35153ebee486e7787af31fa7552422a5236c0f2b423de359054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.12049",
    "kind": "arxiv",
    "version": 4
  }
}