Pith. sign in
Pith Number

pith:JZ3FGAL3

pith:2024:JZ3FGAL3W5H2KNH35GI66CZOZX
not attested not anchored not stored refs pending

Beyond Retrieval: Generating Narratives in Conversational Recommender Systems

Ambarish Jash, Hubert Pham, James Pine, Krishna Sayana, Kun Su, Liam Hebert, Raghavendra Vasudeva, Sukhdeep Sodhi, Yuri Vasilevski

arxiv:2410.16780 v2 · 2024-10-22 · cs.CL · cs.AI · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JZ3FGAL3W5H2KNH35GI66CZOZX}

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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.
Receipt and verification
First computed 2026-07-05T09:46:53.166210Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4e7653017bb74fa534fbe991ef0b2ecded50349734f461404c4ee4a24a0bb1fe

Aliases

arxiv: 2410.16780 · arxiv_version: 2410.16780v2 · doi: 10.48550/arxiv.2410.16780 · pith_short_12: JZ3FGAL3W5H2 · pith_short_16: JZ3FGAL3W5H2KNH3 · pith_short_8: JZ3FGAL3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JZ3FGAL3W5H2KNH35GI66CZOZX \
  | 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: 4e7653017bb74fa534fbe991ef0b2ecded50349734f461404c4ee4a24a0bb1fe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8eca4efad0c3d07b4bede72ff564253ad2c24f8162e7ff62980c477b9cbc67bc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-22T07:53:41Z",
    "title_canon_sha256": "a97fadf089ed0f921df1f6371dbfc30819c8fddfdf0e5e30b39a30aa9279a6a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16780",
    "kind": "arxiv",
    "version": 2
  }
}