Pith Number

pith:UMLYZKS4

pith:2021:UMLYZKS4STTSLW6CTCYFKIININ

not attested not anchored not stored refs pending

Interoperability of statistical models in pandemic preparedness: principles and reality

Ann-Marie Mallon, Brieuc C. L. Lehmann, Chris Holmes, George Nicholson, Hong Ge, Mark Briers, Marta Blangiardo, Peter J. Diggle, Radka Jersakova, Robert J. B. Goudie, Ruairidh E. King, Sylvia Richardson, Tor Erlend Fjelde, Tullia Padellini, Yee Whye Teh

arxiv:2109.13730 v1 · 2021-09-28 · stat.ME · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMLYZKS4STTSLW6CTCYFKIININ}

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	2026-07-05T03:18:05.941918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3178caa5c94e725dbc298b055210d43546a5e1dd555bd82919137728fffb5df

Aliases

arxiv: 2109.13730 · arxiv_version: 2109.13730v1 · doi: 10.48550/arxiv.2109.13730 · pith_short_12: UMLYZKS4STTS · pith_short_16: UMLYZKS4STTSLW6C · pith_short_8: UMLYZKS4

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/UMLYZKS4STTSLW6CTCYFKIININ \
  | 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: a3178caa5c94e725dbc298b055210d43546a5e1dd555bd82919137728fffb5df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0b947656230540fcaddeeea976db31da2bbddabeebcf592e4b39cea4e953a89",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-09-28T13:50:57Z",
    "title_canon_sha256": "e12fdd01bb9634fbf837ba18e34264cbff822266effad43a298a33ef3575bbc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.13730",
    "kind": "arxiv",
    "version": 1
  }
}