Pith Number

pith:R5IZJ7E4

pith:2026:R5IZJ7E4XIX4RN47VQQX5SFLET

not attested not anchored not stored refs pending

Shopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping Assistants

Bing Yin, Botao Xia, Jayakrishnan Unnikrishnan, Priyanka Nigam, Qingyu Yin, Rowan Musselmann, Seonwoo Min, Shuxian Fan, Yifan Gao, Youna Hu

arxiv:2606.12608 v1 · 2026-06-10 · cs.CL · 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{R5IZJ7E4XIX4RN47VQQX5SFLET}

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	2026-06-12T00:07:56.258876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f5194fc9cba2fc8b79fac217ec8ab24fe8a81ea5b3ffd326a31599ef879f1bf

Aliases

arxiv: 2606.12608 · arxiv_version: 2606.12608v1 · doi: 10.48550/arxiv.2606.12608 · pith_short_12: R5IZJ7E4XIX4 · pith_short_16: R5IZJ7E4XIX4RN47 · pith_short_8: R5IZJ7E4

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/R5IZJ7E4XIX4RN47VQQX5SFLET \
  | 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: 8f5194fc9cba2fc8b79fac217ec8ab24fe8a81ea5b3ffd326a31599ef879f1bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d747f31650ec2672a02cee0f01a4573c169ac809d998eef392b5463987eee1c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-10T19:04:09Z",
    "title_canon_sha256": "f77420fc0ff8d9cbbc877446211a7103d47af8790c7e58e57ed239d12932a7cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12608",
    "kind": "arxiv",
    "version": 1
  }
}