Pith Number

pith:GIKO5QEB

pith:2023:GIKO5QEBZBHS4E2ZLXGSS2S3RJ

not attested not anchored not stored refs pending

Local and Global Trend Bayesian Exponential Smoothing Models

Alexander Dokumentov, Christoph Bergmeir, Daniel Schmidt, Erwin Wibowo, Slawek Smyl, Xueying Long

arxiv:2309.13950 v3 · 2023-09-25 · 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{GIKO5QEBZBHS4E2ZLXGSS2S3RJ}

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	2026-07-05T07:59:18.195008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3214eec081c84f2e13595dcd296a5b8a5edc922d3c22372279689834d8e688ca

Aliases

arxiv: 2309.13950 · arxiv_version: 2309.13950v3 · doi: 10.48550/arxiv.2309.13950 · pith_short_12: GIKO5QEBZBHS · pith_short_16: GIKO5QEBZBHS4E2Z · pith_short_8: GIKO5QEB

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/GIKO5QEBZBHS4E2ZLXGSS2S3RJ \
  | 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: 3214eec081c84f2e13595dcd296a5b8a5edc922d3c22372279689834d8e688ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00416e636fb92ab2dc452ecd6d30d899848d573a0cc3119f2ed83d6f65968978",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-25T08:31:50Z",
    "title_canon_sha256": "b637bcf9a65e97757d4d3e58e4a2864c75fc35bf7928afc8b8a6650a7a025b6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13950",
    "kind": "arxiv",
    "version": 3
  }
}