Pith Number

pith:KVE5DM42

pith:2026:KVE5DM42MLWULQORGUDH4UZSVD

not attested not anchored not stored refs pending

Beyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce

Dongbo Xi, Fuwei Zhang, Fuzhen Zhuang, Jiajie Jin, Jiale Mao, Peng Yan, Wei Chen, Xiaoyu Liu, Yifan Yang, Zhao Zhang, Zichao Hao

arxiv:2606.07075 v1 · 2026-06-05 · 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{KVE5DM42MLWULQORGUDH4UZSVD}

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	2026-06-08T01:04:44.691603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5549d1b39a62ed45c1d135067e5332a8e6bcdfb107257480eb443053ce196859

Aliases

arxiv: 2606.07075 · arxiv_version: 2606.07075v1 · doi: 10.48550/arxiv.2606.07075 · pith_short_12: KVE5DM42MLWU · pith_short_16: KVE5DM42MLWULQOR · pith_short_8: KVE5DM42

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/KVE5DM42MLWULQORGUDH4UZSVD \
  | 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: 5549d1b39a62ed45c1d135067e5332a8e6bcdfb107257480eb443053ce196859

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4926e08d39cc28916df55647339fd982fa4de13bd87e82937e0183d8ae5714d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-06-05T09:12:54Z",
    "title_canon_sha256": "fdde5d6d3d0d3bd47550c1c92aee5091d17cc8e6b75a8b47882b1a8dded864d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07075",
    "kind": "arxiv",
    "version": 1
  }
}