Pith Number

pith:27RG5PCG

pith:2026:27RG5PCGESBZO4RXR7EZS4L5BM

not attested not anchored not stored refs pending

A Transferable Learned Temporal Prior for Transmission Reconstruction and Decision-Relevant Uncertainty in Real Outbreak Labels

Md Ahsan Karim

arxiv:2606.30842 v1 · 2026-06-29 · cs.LG · 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{27RG5PCGESBZO4RXR7EZS4L5BM}

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	2026-07-01T00:17:19.069896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7e26ebc4624839772378fc999717d0b3d79fc547f61952b5c779a64c4968dc1

Aliases

arxiv: 2606.30842 · arxiv_version: 2606.30842v1 · doi: 10.48550/arxiv.2606.30842 · pith_short_12: 27RG5PCGESBZ · pith_short_16: 27RG5PCGESBZO4RX · pith_short_8: 27RG5PCG

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/27RG5PCGESBZO4RXR7EZS4L5BM \
  | 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: d7e26ebc4624839772378fc999717d0b3d79fc547f61952b5c779a64c4968dc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6eb9dc99d1e19bcedd7551ff2f0608e2a1d72f87bbe7560dc13da4040aee8f3c",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T19:19:52Z",
    "title_canon_sha256": "3f32bf375eccfdbd934e60508e36b3e25ebb439a86656287289fb63e81ab73ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30842",
    "kind": "arxiv",
    "version": 1
  }
}