pith. sign in
Pith Number

pith:OFKEG6FJ

pith:2026:OFKEG6FJM6TFWQKG5MF7ME56LS
not attested not anchored not stored refs pending

STRIDE: Post-Training LLMs to Reason and Refine Bio-Sequences via Edit Trajectories

Daiheng Zhang, David van Dijk, Shiyang Zhang, Sizhuang He, Syed Asad Rizvi, Yangtian Zhang

arxiv:2603.03573 v2 · 2026-03-03 · cs.CE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OFKEG6FJM6TFWQKG5MF7ME56LS}

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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 2026-06-19T16:09:55.858107Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

71544378a967a65b4146eb0bf613be5cb5366dc813abe022c4c66b4e439c211c

Aliases

arxiv: 2603.03573 · arxiv_version: 2603.03573v2 · doi: 10.48550/arxiv.2603.03573 · pith_short_12: OFKEG6FJM6TF · pith_short_16: OFKEG6FJM6TFWQKG · pith_short_8: OFKEG6FJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OFKEG6FJM6TFWQKG5MF7ME56LS \
  | 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: 71544378a967a65b4146eb0bf613be5cb5366dc813abe022c4c66b4e439c211c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "70d734f5af921036f674b1a5a1475fb3c0aefef9d771bd63c7ace31104d5b510",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2026-03-03T23:05:41Z",
    "title_canon_sha256": "31cc851970dfc028e86d5d5ffef58ae98e054a9b374a8bf9bcdd06abba1cc129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.03573",
    "kind": "arxiv",
    "version": 2
  }
}