Pith Number

pith:NDQJF7U2

pith:2023:NDQJF7U2VPBWFNRI6SBTCG32FM

not attested not anchored not stored refs pending

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

Edison Marrese-Taylor, Irene Li, Lechao Cheng, Qingyu Chen, Rui Yang, Yuhe Ke

arxiv:2310.02778 v2 · 2023-10-04 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{NDQJF7U2VPBWFNRI6SBTCG32FM}

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Record completeness

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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.

Cited by

1 paper in Pith

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Receipt and verification

First computed	2026-07-05T07:00:28.513449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68e092fe9aabc362b628f483311b7a2b1532026135326eccc9125454da947b1b

Aliases

arxiv: 2310.02778 · arxiv_version: 2310.02778v2 · doi: 10.48550/arxiv.2310.02778 · pith_short_12: NDQJF7U2VPBW · pith_short_16: NDQJF7U2VPBWFNRI · pith_short_8: NDQJF7U2

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/NDQJF7U2VPBWFNRI6SBTCG32FM \
  | 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: 68e092fe9aabc362b628f483311b7a2b1532026135326eccc9125454da947b1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6620faf57ce47176a3cfd877b426e491edb9a333cfd598024964ea9ad72f3220",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-04T12:50:26Z",
    "title_canon_sha256": "8be2121d030ccd6f0ed1cab0023e9ab6eab9877a7d26ed6d6bd5259b39b1eab2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02778",
    "kind": "arxiv",
    "version": 2
  }
}