Pith Number

pith:KPZVT6JX

pith:2025:KPZVT6JXS65K6PO7AGJTPAPKB4

not attested not anchored not stored refs pending

Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap

Srivatsa Mallapragada, Varsha Rani Chawan, Ying Xie, Yuanbo Wang, Zeyad Hailat

arxiv:2501.14826 v1 · 2025-01-21 · cs.IR · cs.AI · 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{KPZVT6JXS65K6PO7AGJTPAPKB4}

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	2026-07-05T10:05:19.188792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53f359f93797baaf3ddf01933781ea0f17b17437b0dab32e23d9e1fc43c4898c

Aliases

arxiv: 2501.14826 · arxiv_version: 2501.14826v1 · doi: 10.48550/arxiv.2501.14826 · pith_short_12: KPZVT6JXS65K · pith_short_16: KPZVT6JXS65K6PO7 · pith_short_8: KPZVT6JX

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/KPZVT6JXS65K6PO7AGJTPAPKB4 \
  | 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: 53f359f93797baaf3ddf01933781ea0f17b17437b0dab32e23d9e1fc43c4898c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcfe2e71a7ea8f704d15cb0327e1f8b2c4e020d99e90cf82947dc9f44d403ba8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-01-21T23:47:39Z",
    "title_canon_sha256": "965787be1228c161e62d846ad58e2d5394654e05a9b1fce342de0e43ce79c679"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14826",
    "kind": "arxiv",
    "version": 1
  }
}