Pith Number

pith:L7SUW4ER

pith:2019:L7SUW4ERO2QE6G3I2YYQW56EU4

not attested not anchored not stored refs pending

An anomaly prediction framework for financial IT systems using hybrid machine learning methods

Jian Gao, Jingwen Wang, Jingxin Liu, Juntao Pu, Qinghong Yang, You Song, Zhongchen Miao

arxiv:1907.12778 v3 · 2019-07-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7SUW4ERO2QE6G3I2YYQW56EU4}

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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	2026-07-05T00:27:17.935184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fe54b709176a04f1b68d6310b77c4a7331aaab4c22c7c5703d4a177dba78e0b

Aliases

arxiv: 1907.12778 · arxiv_version: 1907.12778v3 · doi: 10.48550/arxiv.1907.12778 · pith_short_12: L7SUW4ERO2QE · pith_short_16: L7SUW4ERO2QE6G3I · pith_short_8: L7SUW4ER

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/L7SUW4ERO2QE6G3I2YYQW56EU4 \
  | 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: 5fe54b709176a04f1b68d6310b77c4a7331aaab4c22c7c5703d4a177dba78e0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d9673ebd77c16a4d9116dc3444b89d89c0768d78acf9e52c2374e33cdddd3c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-30T08:36:37Z",
    "title_canon_sha256": "f58d63224aea10b32f2696fbe02a30ba90800a2940076e676e240a15d0245512"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.12778",
    "kind": "arxiv",
    "version": 3
  }
}