Pith Number

pith:32IVPP6Z

pith:2024:32IVPP6ZBBQ72FD4UPXK4ETLXP

not attested not anchored not stored refs pending

Predicting sub-population specific viral evolution

Menghua Wu, Regina Barzilay, Wenxian Shi

arxiv:2410.21518 v2 · 2024-10-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32IVPP6ZBBQ72FD4UPXK4ETLXP}

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	2026-07-05T10:52:56.362271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de9157bfd90861fd147ca3eeae126bbbd218274ae9e1f7ce2961665d448f0df0

Aliases

arxiv: 2410.21518 · arxiv_version: 2410.21518v2 · doi: 10.48550/arxiv.2410.21518 · pith_short_12: 32IVPP6ZBBQ7 · pith_short_16: 32IVPP6ZBBQ72FD4 · pith_short_8: 32IVPP6Z

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/32IVPP6ZBBQ72FD4UPXK4ETLXP \
  | 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: de9157bfd90861fd147ca3eeae126bbbd218274ae9e1f7ce2961665d448f0df0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dd2536b7fbf6fc4e94984a1722b225a1d9998db40b79dcc2becc86e0035a2b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T20:39:37Z",
    "title_canon_sha256": "5a1eb2178c8f75dfc29c9e9cf69701610dcbe4163d43319e56b642f84038b417"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21518",
    "kind": "arxiv",
    "version": 2
  }
}