Pith Number

pith:YF4LDJ6J

pith:2024:YF4LDJ6JZABUJA57CBFPE6ZUFC

not attested not anchored not stored refs pending

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes

Benjamin Shickel, Carl Yang, Cheng Ding, Craig S. Jabaley, Darren Liu, Delgersuren Bold, Eric S. Rosenthal, Gilles Clermont, Jiaying Lu, Joo Heung Yoon, Laurie Dimisko, Mark S. Wainwright, Michael J. Young, Monique Bouvier, Parisa Rashidi, Ran Xiao, Soojin Park, Wenhui Zhang, Xiao Hu

arxiv:2401.13588 v1 · 2024-01-24 · cs.CL · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YF4LDJ6JZABUJA57CBFPE6ZUFC}

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	2026-07-05T07:37:07.591626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c178b1a7c9c8034483bf104af27b3428a439c691f2fb21da93af0f34cc48d61d

Aliases

arxiv: 2401.13588 · arxiv_version: 2401.13588v1 · doi: 10.48550/arxiv.2401.13588 · pith_short_12: YF4LDJ6JZABU · pith_short_16: YF4LDJ6JZABUJA57 · pith_short_8: YF4LDJ6J

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/YF4LDJ6JZABUJA57CBFPE6ZUFC \
  | 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: c178b1a7c9c8034483bf104af27b3428a439c691f2fb21da93af0f34cc48d61d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "651cd72d92ce6e57578ad1f3d93c79fb849b962e47d0470ad7e57f70067da608",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-24T16:52:37Z",
    "title_canon_sha256": "0efc1c8b1d62211abba83573f153a3e92fb9146653b0cf530861ea6df7224232"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.13588",
    "kind": "arxiv",
    "version": 1
  }
}