Pith Number

pith:2HOW4GDP

pith:2024:2HOW4GDPDHYGCRJILGMHQNGDTO

not attested not anchored not stored refs pending

Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis

Hiroshi Yokoyama, Kaneharu Nishino, Ryusei Shingaki, Shohei Shimizu, Thong Pham

arxiv:2411.06990 v2 · 2024-11-11 · 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{2HOW4GDPDHYGCRJILGMHQNGDTO}

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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.

Cited by

1 paper in Pith

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity

Receipt and verification

First computed	2026-07-05T10:54:13.896254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1dd6e186f19f061452859987834c39ba94c1b19e0cacc42670be731bff686e8

Aliases

arxiv: 2411.06990 · arxiv_version: 2411.06990v2 · doi: 10.48550/arxiv.2411.06990 · pith_short_12: 2HOW4GDPDHYG · pith_short_16: 2HOW4GDPDHYGCRJI · pith_short_8: 2HOW4GDP

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/2HOW4GDPDHYGCRJILGMHQNGDTO \
  | 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: d1dd6e186f19f061452859987834c39ba94c1b19e0cacc42670be731bff686e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0cad20cdb55603e0fd2d2474e36d09266a5caab00629c20766ebbfd309a8e0a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-11T13:48:13Z",
    "title_canon_sha256": "56d3da0351c54baae73a01836f86e8ac53e50b739d1e199640ec7f666330e1f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06990",
    "kind": "arxiv",
    "version": 2
  }
}