Pith Number

pith:ROKB2YFQ

pith:2025:ROKB2YFQQOCFMEUEVG2A7KSYQF

not attested not anchored not stored refs pending

ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Huaipeng Zhao, Jian Dong Zhang, Jiangyuan Wang, Kejun Xiao, Qi Sun, Tao Luo, Xiaoyi Zeng

arxiv:2508.04266 v4 · 2025-08-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ROKB2YFQQOCFMEUEVG2A7KSYQF}

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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

3 papers in Pith

RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents

WebMall -- A Multi-Shop Benchmark for Evaluating Web Agents

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report)

Receipt and verification

First computed	2026-06-19T16:12:47.128968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b941d60b08384561284a9b40faa58815b61525aeadb99765151142e8f47f49a

Aliases

arxiv: 2508.04266 · arxiv_version: 2508.04266v4 · doi: 10.48550/arxiv.2508.04266 · pith_short_12: ROKB2YFQQOCF · pith_short_16: ROKB2YFQQOCFMEUE · pith_short_8: ROKB2YFQ

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/ROKB2YFQQOCFMEUEVG2A7KSYQF \
  | 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: 8b941d60b08384561284a9b40faa58815b61525aeadb99765151142e8f47f49a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "626de3152150a606d8a60c0f11196e3c670b437639f0ead885deed3d607e5b4b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-06T09:51:30Z",
    "title_canon_sha256": "1d066b2fc399e6706edb5bce7e574a5eb34d5f66d4937d115b271e51c802c488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04266",
    "kind": "arxiv",
    "version": 4
  }
}