Pith Number

pith:ET56TYOC

pith:2024:ET56TYOC2Y7XBLT7KQRKB2OMSO

not attested not anchored not stored refs pending

Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations

Han Wang, Penghao Liang, Xiaonan Xu, Yichao Wu, Yuhang He

arxiv:2403.02760 v2 · 2024-03-05 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ET56TYOC2Y7XBLT7KQRKB2OMSO}

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

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

Receipt and verification

First computed	2026-07-05T07:54:56.473673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24fbe9e1c2d63f70ae7f5422a0e9cc93a898a489227a7bc2e482cb975a369990

Aliases

arxiv: 2403.02760 · arxiv_version: 2403.02760v2 · doi: 10.48550/arxiv.2403.02760 · pith_short_12: ET56TYOC2Y7X · pith_short_16: ET56TYOC2Y7XBLT7 · pith_short_8: ET56TYOC

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/ET56TYOC2Y7XBLT7KQRKB2OMSO \
  | 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: 24fbe9e1c2d63f70ae7f5422a0e9cc93a898a489227a7bc2e482cb975a369990

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9831f2ece8800775ebfe6edfaf7b6ff330f0e8e78b45a1cf823f13b7fae5b00f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-05T08:31:00Z",
    "title_canon_sha256": "a11a1b1de818e834cc2d18c362d640713005ad9e3b7996b5072cdebfd5a49ca8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02760",
    "kind": "arxiv",
    "version": 2
  }
}