Pith Number

pith:PQFXVCNX

pith:2024:PQFXVCNXOM7HDELTJDOGXODOWD

not attested not anchored not stored refs pending

Learning to Ask: Conversational Product Search via Representation Learning

Evangelos Kanoulas, Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren

arxiv:2411.14466 v1 · 2024-11-18 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PQFXVCNXOM7HDELTJDOGXODOWD}

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	2026-07-05T09:38:51.616514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c0b7a89b7733e71917348dc6bb86eb0f933517ec2cadeaa7f0b362257856f80

Aliases

arxiv: 2411.14466 · arxiv_version: 2411.14466v1 · doi: 10.48550/arxiv.2411.14466 · pith_short_12: PQFXVCNXOM7H · pith_short_16: PQFXVCNXOM7HDELT · pith_short_8: PQFXVCNX

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/PQFXVCNXOM7HDELTJDOGXODOWD \
  | 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: 7c0b7a89b7733e71917348dc6bb86eb0f933517ec2cadeaa7f0b362257856f80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "246fb3fa7fa0a0d4d2e055a09eca30089c0b9cb6ff08c6ec454e2f559f0665d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-18T14:05:43Z",
    "title_canon_sha256": "5375186d53ecd198b90e90ff10d69e39f941852deb1bd2ab3154fd69405e1aa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14466",
    "kind": "arxiv",
    "version": 1
  }
}