Pith Number

pith:M2N5DGBI

pith:2016:M2N5DGBIJGIILYRRRY7FGQGJXO

not attested not anchored not stored refs pending

Finding Needle in a Million Metrics: Anomaly Detection in a Large-scale Computational Advertising Platform

Bowen Zhou, Shahriar Shariat

arxiv:1602.07057 v1 · 2016-02-23 · cs.AI · cs.CY · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M2N5DGBIJGIILYRRRY7FGQGJXO}

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	2026-05-18T01:20:07.285475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

669bd19828499085e2318e3e5340c9bb8f6c278b869386193c4e5a0f33fd1b96

Aliases

arxiv: 1602.07057 · arxiv_version: 1602.07057v1 · doi: 10.48550/arxiv.1602.07057 · pith_short_12: M2N5DGBIJGII · pith_short_16: M2N5DGBIJGIILYRR · pith_short_8: M2N5DGBI

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/M2N5DGBIJGIILYRRRY7FGQGJXO \
  | 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: 669bd19828499085e2318e3e5340c9bb8f6c278b869386193c4e5a0f33fd1b96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97c4a1e0129f9f180b1a825cb9e19f38f02626c4d323105175d54bad57136cd4",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-02-23T07:07:26Z",
    "title_canon_sha256": "3e9888219ec69758178f86ae1922f22c3f659d535066b506c15f512ef2af47d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.07057",
    "kind": "arxiv",
    "version": 1
  }
}