Pith Number

pith:6YG6IGBO

pith:2023:6YG6IGBOUTO7QK4AGLOAOWBBR2

not attested not anchored not stored refs pending

Correcting for heterogeneity in real-time epidemiological indicators

Aaron Rumack, F. William Townes, Roni Rosenfeld

arxiv:2309.16546 v1 · 2023-09-28 · 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{6YG6IGBOUTO7QK4AGLOAOWBBR2}

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	2026-07-05T06:55:18.059191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f60de4182ea4ddf82b8032dc0758218eba61356b07fe2a1e724024260edb8112

Aliases

arxiv: 2309.16546 · arxiv_version: 2309.16546v1 · doi: 10.48550/arxiv.2309.16546 · pith_short_12: 6YG6IGBOUTO7 · pith_short_16: 6YG6IGBOUTO7QK4A · pith_short_8: 6YG6IGBO

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/6YG6IGBOUTO7QK4AGLOAOWBBR2 \
  | 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: f60de4182ea4ddf82b8032dc0758218eba61356b07fe2a1e724024260edb8112

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36129aa5436979c0501707abc7e9c5007d58ccfd4df8270bfdab6f198023b553",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-28T15:57:18Z",
    "title_canon_sha256": "b1ead4b44ac457bbeff27ce76af69112dcfdd4b47d7761731047a8c3b0931c30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16546",
    "kind": "arxiv",
    "version": 1
  }
}