Pith. sign in
Pith Number

pith:TWAZBVNX

pith:2025:TWAZBVNXP67NAIUGSPG72Y2PKZ
not attested not anchored not stored refs pending

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions

AB Siddique, Moghis Fereidouni, Srijata Maji, Umar Farooq, Vinaik Chhetri, Yousaf Reza

arxiv:2506.17285 v1 · 2025-06-14 · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TWAZBVNXP67NAIUGSPG72Y2PKZ}

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

Receipt and verification
First computed 2026-07-05T11:25:14.901022Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9d8190d5b77fbed0228693cdfd634f56718b2d22b5b3c691ee89b4f59d52ea75

Aliases

arxiv: 2506.17285 · arxiv_version: 2506.17285v1 · doi: 10.48550/arxiv.2506.17285 · pith_short_12: TWAZBVNXP67N · pith_short_16: TWAZBVNXP67NAIUG · pith_short_8: TWAZBVNX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TWAZBVNXP67NAIUGSPG72Y2PKZ \
  | 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: 9d8190d5b77fbed0228693cdfd634f56718b2d22b5b3c691ee89b4f59d52ea75
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5ac6b0945ae544257daa8f84857842a25771b486902e4555709cab66aba43da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-14T22:58:48Z",
    "title_canon_sha256": "bc9293dcc2bb7d3c8bf8076f48ecc0af251134cc3d9b86d1b1ed1043993c8474"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17285",
    "kind": "arxiv",
    "version": 1
  }
}