Pith Number

pith:XZZOFFCE

pith:2021:XZZOFFCE2QGBVGZBWRZ75POBJK

not attested not anchored not stored refs pending

Automated Creative Optimization for E-Commerce Advertising

Defu Lian, Gangwei Jiang, Jin Chen, Ju Xu, Kai Zheng, Tiezheng Ge, Zhiqiang Zhang

arxiv:2103.00436 v1 · 2021-02-28 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZZOFFCE2QGBVGZBWRZ75POBJK}

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

CTR-Driven Advertising Image Generation with Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T02:19:05.769951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be72e29444d40c1a9b21b473febdc14aa5593a5a14f934087f3c95319589d6b1

Aliases

arxiv: 2103.00436 · arxiv_version: 2103.00436v1 · doi: 10.48550/arxiv.2103.00436 · pith_short_12: XZZOFFCE2QGB · pith_short_16: XZZOFFCE2QGBVGZB · pith_short_8: XZZOFFCE

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/XZZOFFCE2QGBVGZBWRZ75POBJK \
  | 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: be72e29444d40c1a9b21b473febdc14aa5593a5a14f934087f3c95319589d6b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "125997e65d5f57d27c1b45f9e41ef70d8b331754d5da8c5ba852024aac344840",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2021-02-28T09:39:24Z",
    "title_canon_sha256": "e97bbc8b50d86fcaf3b6c6b3ad8557e64ce91c01fe53c0b2586b29a99c894f55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.00436",
    "kind": "arxiv",
    "version": 1
  }
}