Pith Number

pith:LA526ICR

pith:2019:LA526ICRLRCGJHXYUUPFGJMFPQ

not attested not anchored not stored refs pending

Evaluating robustness of language models for chief complaint extraction from patient-generated text

Caleb Goodwin, Daniel S. Zisook, Ian M. Finn, Ilya Valmianski, Naqi Khan

arxiv:1911.06915 v1 · 2019-11-15 · cs.CL

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\usepackage{pith}
\pithnumber{LA526ICRLRCGJHXYUUPFGJMFPQ}

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Record completeness

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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.

Cited by

1 paper in Pith

Weakly Supervised Medical Entity Extraction and Linking for Chief Complaints

Receipt and verification

First computed	2026-07-05T00:19:40.657176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

583baf20515c44649ef8a51e5325857c081a8f1dfb42859852bd11015f0a2594

Aliases

arxiv: 1911.06915 · arxiv_version: 1911.06915v1 · doi: 10.48550/arxiv.1911.06915 · pith_short_12: LA526ICRLRCG · pith_short_16: LA526ICRLRCGJHXY · pith_short_8: LA526ICR

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/LA526ICRLRCGJHXYUUPFGJMFPQ \
  | 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: 583baf20515c44649ef8a51e5325857c081a8f1dfb42859852bd11015f0a2594

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83aaa61398800deaa3368cb0ddb5a182fd26324e672e679c34b2ec8fd7b6888b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-15T23:37:41Z",
    "title_canon_sha256": "4963ecabaf1486cf4a136244a6e2e4260ecb213565f6125f9ee6875ca658c6d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.06915",
    "kind": "arxiv",
    "version": 1
  }
}