Pith. sign in
Pith Number

pith:725I7X46

pith:2024:725I7X46HM6EF5KMZTB5EKH6GD
not attested not anchored not stored refs pending

Explainable CTR Prediction via LLM Reasoning

Chong Chen, Li Zhang, Xiaohan Yu

arxiv:2412.02588 v1 · 2024-12-03 · cs.IR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{725I7X46HM6EF5KMZTB5EKH6GD}

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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 2026-07-05T09:43:52.052037Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

feba8fdf9e3b3c42f54cccc3d228fe30f561d86b2d62f4f07c15b1796dfa9af4

Aliases

arxiv: 2412.02588 · arxiv_version: 2412.02588v1 · doi: 10.48550/arxiv.2412.02588 · pith_short_12: 725I7X46HM6E · pith_short_16: 725I7X46HM6EF5KM · pith_short_8: 725I7X46
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/725I7X46HM6EF5KMZTB5EKH6GD \
  | 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: feba8fdf9e3b3c42f54cccc3d228fe30f561d86b2d62f4f07c15b1796dfa9af4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "11073ba327f9c14b2249f3e5b68dbc41db8e4369313802f67d4c5919c99f1d71",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-03T17:17:27Z",
    "title_canon_sha256": "8de3a984e21bf47a09d4d6c15709ee0852c1bd007aafd1b16eca9c6dc0e84ed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02588",
    "kind": "arxiv",
    "version": 1
  }
}