Pith Number

pith:Y7FE2KCG

pith:2026:Y7FE2KCGW4IVAR7XAY7LDLTXE5

not attested not anchored not stored refs pending

Adaptive COVID-19 Trajectory Forecasting Using MAB-Inspired Ensemble Weighting

Gerardo Chowell, Geunsoo Jang, Hamed Karami, Javier Redondo Anton, K. Selcuk Candan

arxiv:2606.18575 v1 · 2026-06-17 · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y7FE2KCGW4IVAR7XAY7LDLTXE5}

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	2026-06-19T16:11:41.283393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ca4d2846b7115047f7063eb1ae77275d7e08aadda18b47707c676446ae4937

Aliases

arxiv: 2606.18575 · arxiv_version: 2606.18575v1 · doi: 10.48550/arxiv.2606.18575 · pith_short_12: Y7FE2KCGW4IV · pith_short_16: Y7FE2KCGW4IVAR7X · pith_short_8: Y7FE2KCG

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/Y7FE2KCGW4IVAR7XAY7LDLTXE5 \
  | 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: c7ca4d2846b7115047f7063eb1ae77275d7e08aadda18b47707c676446ae4937

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27c8d452832dbaa3a1902cef81f56b083292845d4a71500087a9e8a29d3cadbc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2026-06-17T00:55:39Z",
    "title_canon_sha256": "1420182297e420fbc9f91db2288f5ee3c4a114f11a9cb76ff427151eb0b29633"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18575",
    "kind": "arxiv",
    "version": 1
  }
}