Pith sign in
Pith Number

pith:DPMYBUZP

pith:2024:DPMYBUZPYCZLDU4Y6LLIZEL3DU
not attested not anchored not stored refs pending

Small Models are LLM Knowledge Triggers on Medical Tabular Prediction

Bo Zheng, Chaowen Hu, Jiahuan Yan, Jian Wu, Jimeng Sun, Jintai Chen, Yaojun Hu

arxiv:2403.01570 v3 · 2024-03-03 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{DPMYBUZPYCZLDU4Y6LLIZEL3DU}

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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 2026-07-05T10:21:18.022504Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1bd980d32fc0b2b1d398f2d68c917b1d0207f55a7452fe331ab527a85af5380b

Aliases

arxiv: 2403.01570 · arxiv_version: 2403.01570v3 · doi: 10.48550/arxiv.2403.01570 · pith_short_12: DPMYBUZPYCZL · pith_short_16: DPMYBUZPYCZLDU4Y · pith_short_8: DPMYBUZP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DPMYBUZPYCZLDU4Y6LLIZEL3DU \
  | 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: 1bd980d32fc0b2b1d398f2d68c917b1d0207f55a7452fe331ab527a85af5380b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9f752cfbde60a18becb99edd3b3feee49e92e9d7aea4f1d5a9218cd08e520087",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-03T17:35:52Z",
    "title_canon_sha256": "7ce628c78b80eabeeb7b42e1838433738836e85b18f173136e678ddfe0b1a75c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01570",
    "kind": "arxiv",
    "version": 3
  }
}