Pith Number

pith:BTFBHH7J

pith:2024:BTFBHH7JFTGIN54YYXCDFEOAGY

not attested not anchored not stored refs pending

Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model

Dadong Miao, Enqiang Xu, Guoyu Tang, Junyang Bai, Lin Liu, Mingming Li, Ping Zhang, Songlin Wang, Yiming Qiu

arxiv:2405.05606 v3 · 2024-05-09 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BTFBHH7JFTGIN54YYXCDFEOAGY}

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

PRISM: Refracting the Entangled User Behavior Space for E-Commerce Search

Receipt and verification

First computed	2026-07-05T08:57:38.058470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cca139fe92ccc86f798c5c43291c0360ca560adc47d9970a26f7aae5c17dac1

Aliases

arxiv: 2405.05606 · arxiv_version: 2405.05606v3 · doi: 10.48550/arxiv.2405.05606 · pith_short_12: BTFBHH7JFTGI · pith_short_16: BTFBHH7JFTGIN54Y · pith_short_8: BTFBHH7J

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/BTFBHH7JFTGIN54YYXCDFEOAGY \
  | 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: 0cca139fe92ccc86f798c5c43291c0360ca560adc47d9970a26f7aae5c17dac1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96a5000bb983dc6f29db652e6696ef2fec53f1396ed221b9ac62ac5af7f3a571",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-05-09T07:55:52Z",
    "title_canon_sha256": "fd8d6acf756c691a94a982bbbca6582419bbec1c3794eefdf15e514413838df3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05606",
    "kind": "arxiv",
    "version": 3
  }
}