Pith Number

pith:YLYVBV4N

pith:2023:YLYVBV4NEP5M2AMGUNNWIMGYU5

not attested not anchored not stored refs pending

Large Language Models to Identify Social Determinants of Health in Electronic Health Records

Benjamin Kann, Danielle S. Bitterman, Guergana K. Savova, Hugo JWL Aerts, Idalid Franco, Jack Qian, Madeleine Goldstein, Marco Guevara, Raymond H. Mak, Shalini Moningi, Shan Chen, Spencer Thomas, Susan Harper, Tafadzwa L. Chaunzwa

arxiv:2308.06354 v2 · 2023-08-11 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YLYVBV4NEP5M2AMGUNNWIMGYU5}

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	2026-07-05T07:52:11.706958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f150d78d23facd0186a35b6430d8a75071f052f3c06cccaff6802b3b615eb0

Aliases

arxiv: 2308.06354 · arxiv_version: 2308.06354v2 · doi: 10.48550/arxiv.2308.06354 · pith_short_12: YLYVBV4NEP5M · pith_short_16: YLYVBV4NEP5M2AMG · pith_short_8: YLYVBV4N

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YLYVBV4NEP5M2AMGUNNWIMGYU5 \
  | 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: c2f150d78d23facd0186a35b6430d8a75071f052f3c06cccaff6802b3b615eb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a703f12ba65de625a6f585362eca351b73c3fddbf192a803846093cb367dc6f0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-11T19:18:35Z",
    "title_canon_sha256": "8597f1369767b940de5ea38872e5135f64507dde2bbc03dfcadc2f9271dacf5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06354",
    "kind": "arxiv",
    "version": 2
  }
}