Pith. sign in
Pith Number

pith:GXJBPPVB

pith:2023:GXJBPPVBOQDT7V7467W6XIVSYN
not attested not anchored not stored refs pending

Evaluation of large language models for discovery of gene set function

Dexter Pratt, Dylan Fong, Ingoo Lee, Kevin Smith, Mengzhou Hu, Robin Bachelder, Rudolf T. Pillich, Sahar Alkhairy, Trey Ideker

arxiv:2309.04019 v2 · 2023-09-07 · q-bio.GN · cs.AI · cs.CL · q-bio.MN

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GXJBPPVBOQDT7V7467W6XIVSYN}

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 2026-07-05T09:42:20.032331Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

35d217bea174073fd7fcf7edeba2b2c3573b2b4c9724a9034000a3edc377f04f

Aliases

arxiv: 2309.04019 · arxiv_version: 2309.04019v2 · doi: 10.48550/arxiv.2309.04019 · pith_short_12: GXJBPPVBOQDT · pith_short_16: GXJBPPVBOQDT7V74 · pith_short_8: GXJBPPVB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GXJBPPVBOQDT7V7467W6XIVSYN \
  | 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: 35d217bea174073fd7fcf7edeba2b2c3573b2b4c9724a9034000a3edc377f04f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "99b7af317459dcbee2627f49de05d10859d2e0aa8e169292e59d25b349a545de",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "q-bio.MN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.GN",
    "submitted_at": "2023-09-07T21:10:48Z",
    "title_canon_sha256": "1cdd12a64b05e549b2539bbff93498353c245aa2d64d285473e88b3dde38dfc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04019",
    "kind": "arxiv",
    "version": 2
  }
}