Pith Number

pith:2BZZC3NP

pith:2023:2BZZC3NPBE3V57SJDFF3ZLFOSL

not attested not anchored not stored refs pending

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping

Andrew C. Nelsen, Brandon K. Fornwalt, David M. Vidmar, Gabriel Altay, Jessica K. De Freitas, John M. Pfeifer, Kabir Manghnani, Kellie Morland, Martin C. Stumpe, Riccardo Miotto, Ruijun Chen, Will E. Thompson

arxiv:2312.06457 v1 · 2023-12-11 · cs.AI · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2BZZC3NPBE3V57SJDFF3ZLFOSL}

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.

Cited by

1 paper in Pith

PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone

Receipt and verification

First computed	2026-07-05T07:22:45.209928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d073916daf09375efe49194bbcacae92ed7e941538f06d60aa582cbbc60efa97

Aliases

arxiv: 2312.06457 · arxiv_version: 2312.06457v1 · doi: 10.48550/arxiv.2312.06457 · pith_short_12: 2BZZC3NPBE3V · pith_short_16: 2BZZC3NPBE3V57SJ · pith_short_8: 2BZZC3NP

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/2BZZC3NPBE3V57SJDFF3ZLFOSL \
  | 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: d073916daf09375efe49194bbcacae92ed7e941538f06d60aa582cbbc60efa97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db291c73f0dc81318be33ebbbbb7536a760e06a279cfa0c34d38a2b69145046c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-11T15:45:27Z",
    "title_canon_sha256": "0a62a5c960cda8a241196227c6665e143e7afba4be321d2aa9958e45f453519a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06457",
    "kind": "arxiv",
    "version": 1
  }
}