Pith Number

pith:YSNY3LCN

pith:2019:YSNY3LCNFDBTERIAMZW4TRTGYI

not attested not anchored not stored refs pending

Deep Factors for Forecasting

Alex Smola, Danielle C. Maddix, Dean Foster, Jan Gasthaus, Tim januschowski, Yuyang Wang

arxiv:1905.12417 v1 · 2019-05-28 · stat.ML · 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{YSNY3LCNFDBTERIAMZW4TRTGYI}

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	2026-05-17T23:44:44.386801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c49b8dac4d28c3324500666dc9c666c23ab5e61df3f50f91c3e6769bdcde65b3

Aliases

arxiv: 1905.12417 · arxiv_version: 1905.12417v1 · doi: 10.48550/arxiv.1905.12417 · pith_short_12: YSNY3LCNFDBT · pith_short_16: YSNY3LCNFDBTERIA · pith_short_8: YSNY3LCN

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/YSNY3LCNFDBTERIAMZW4TRTGYI \
  | 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: c49b8dac4d28c3324500666dc9c666c23ab5e61df3f50f91c3e6769bdcde65b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd6bb860efa2dbb6e5d5f9e94451c3d2b9eaa8095c77f28e65be5f03218db737",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-28T16:27:52Z",
    "title_canon_sha256": "8671b62b48302efae4b2205def9037fab79499cbe757c1b709412774bb28d79a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12417",
    "kind": "arxiv",
    "version": 1
  }
}