Pith. sign in
Pith Number

pith:Y4FWBXAH

pith:2024:Y4FWBXAHRBPC6ULDKZH6FTTGC5
not attested not anchored not stored refs pending

Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search

Edward Kim, Manil Shrestha, Richard Foty, Tom DeLay, Vicki Seyfert-Margolis

arxiv:2412.15256 v1 · 2024-12-16 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Y4FWBXAHRBPC6ULDKZH6FTTGC5}

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 2026-07-05T09:52:00.574039Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c70b60dc07885e2f5163564fe2ce661775c6d758e1ccc40285471609d98a360b

Aliases

arxiv: 2412.15256 · arxiv_version: 2412.15256v1 · doi: 10.48550/arxiv.2412.15256 · pith_short_12: Y4FWBXAHRBPC · pith_short_16: Y4FWBXAHRBPC6ULD · pith_short_8: Y4FWBXAH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y4FWBXAHRBPC6ULDKZH6FTTGC5 \
  | 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: c70b60dc07885e2f5163564fe2ce661775c6d758e1ccc40285471609d98a360b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e21891e2aec1a3bcedf48d7818eef2e6157efe6ef3b7e63ccf68f5efb1d57b50",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T02:57:00Z",
    "title_canon_sha256": "673d5ed96705352ebed469dc42d9680e71ae4b67abe5e5f0f1aabc84bbb85c9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15256",
    "kind": "arxiv",
    "version": 1
  }
}