Pith Number

pith:KE23MVCR

pith:2026:KE23MVCR35QTJPBDSXG2EBWLE7

not attested not anchored not stored refs pending

Did We Actually Fix It? An Independent Adversarial Stress-Test of Post-Point-Adjustment Evaluation Metrics for Time-Series Anomaly Detection

Zongye Lyu

arxiv:2607.11969 v1 · 2026-07-12 · 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{KE23MVCR35QTJPBDSXG2EBWLE7}

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	2026-07-15T00:21:25.382439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5135b65451df6134bc2395cda206cb27d3eab80ac2afed55bac299ac7e2ed5c3

Aliases

arxiv: 2607.11969 · arxiv_version: 2607.11969v1 · doi: 10.48550/arxiv.2607.11969 · pith_short_12: KE23MVCR35QT · pith_short_16: KE23MVCR35QTJPBD · pith_short_8: KE23MVCR

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/KE23MVCR35QTJPBDSXG2EBWLE7 \
  | 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: 5135b65451df6134bc2395cda206cb27d3eab80ac2afed55bac299ac7e2ed5c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5809e06db1ba3e8838bc11ae2aba669ef9c39eda303b1428afb2096b49ef9fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-12T22:33:07Z",
    "title_canon_sha256": "eb269588b583b6fd35e1a941e7e48f77a55ba37fc6d57e0ec231e3e1728c954f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11969",
    "kind": "arxiv",
    "version": 1
  }
}