Pith Number

pith:VNPOGMVD

pith:2025:VNPOGMVDMRKCUEC2J3VA43YTIS

not attested not anchored not stored refs pending

Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching

Besnik Fetahu, Jason Ingyu Choi, Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi, Xiangci Li, Zhiyu Chen

arxiv:2502.00969 v1 · 2025-02-03 · 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{VNPOGMVDMRKCUEC2J3VA43YTIS}

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

SAGE: A Service Agent Graph-guided Evaluation Benchmark

Receipt and verification

First computed	2026-07-05T10:08:40.846844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab5ee332a364542a105a4eea0e6f134480d0a91a3d4b1f832acaaf733edf6781

Aliases

arxiv: 2502.00969 · arxiv_version: 2502.00969v1 · doi: 10.48550/arxiv.2502.00969 · pith_short_12: VNPOGMVDMRKC · pith_short_16: VNPOGMVDMRKCUEC2 · pith_short_8: VNPOGMVD

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/VNPOGMVDMRKCUEC2J3VA43YTIS \
  | 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: ab5ee332a364542a105a4eea0e6f134480d0a91a3d4b1f832acaaf733edf6781

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b172c7768227ced9bf2e21426e6642c22e7b1c76b34aed11a8bc7f2f5c6836c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-03T00:27:13Z",
    "title_canon_sha256": "c3e6f37c475a8690552e013cf9d2e57537f2151d6586e1170888186eba58281f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00969",
    "kind": "arxiv",
    "version": 1
  }
}