Pith Number

pith:HXEPILUV

pith:2020:HXEPILUVVK7JNKX2ZDTTNPXRWG

not attested not anchored not stored refs pending

How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19?

Anna B. Stephenson, Gavin Leech, Jan Kulveit, Jan Markus Brauner, Leonid Chindelevitch, Mrinank Sharma, S\"oren Mindermann, Tom\'a\v{s} Gaven\v{c}iak, Yarin Gal, Yee Whye Teh

arxiv:2007.13454 v3 · 2020-07-27 · stat.AP · cs.LG · q-bio.PE · q-bio.QM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HXEPILUVVK7JNKX2ZDTTNPXRWG}

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	2026-07-05T02:34:40.871575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3dc8f42e95aabe96aafac8e736bef1b19af7bab6668da50aac0948ba24387f26

Aliases

arxiv: 2007.13454 · arxiv_version: 2007.13454v3 · doi: 10.48550/arxiv.2007.13454 · pith_short_12: HXEPILUVVK7J · pith_short_16: HXEPILUVVK7JNKX2 · pith_short_8: HXEPILUV

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/HXEPILUVVK7JNKX2ZDTTNPXRWG \
  | 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: 3dc8f42e95aabe96aafac8e736bef1b19af7bab6668da50aac0948ba24387f26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8df9653a42745fbd6ab3f30f003a92c9c440c636241a07ad3ee875c7e86fae8d",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.PE",
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2020-07-27T11:49:54Z",
    "title_canon_sha256": "e7bfdb48088cc629a4f768b3b0aa2b42d0475d85b948ef4c0d3279a306d7cc6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.13454",
    "kind": "arxiv",
    "version": 3
  }
}