Pith Number

pith:P6BQTFHM

pith:2022:P6BQTFHMAT4DHHRCSPM6WIE7DZ

not attested not anchored not stored refs pending

Label-Efficient Interactive Time-Series Anomaly Detection

Congrui Huang, Hong Guo, Jieyu Zhang, Lei Yang, Luoxing Xiong, Yujing Wang, Yunhai Tong, Zhengjie Lin

arxiv:2212.14621 v1 · 2022-12-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6BQTFHMAT4DHHRCSPM6WIE7DZ}

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	2026-07-05T05:29:12.492734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f830994ec04f8339e2293d9eb209f1e5b7e0ad267b30ce9bbda5db599acdd0a

Aliases

arxiv: 2212.14621 · arxiv_version: 2212.14621v1 · doi: 10.48550/arxiv.2212.14621 · pith_short_12: P6BQTFHMAT4D · pith_short_16: P6BQTFHMAT4DHHRC · pith_short_8: P6BQTFHM

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/P6BQTFHMAT4DHHRCSPM6WIE7DZ \
  | 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: 7f830994ec04f8339e2293d9eb209f1e5b7e0ad267b30ce9bbda5db599acdd0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad7bfe4bcddafea82d279b16658c296268974001605c720e4919e92f0ae6fd88",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-30T10:16:15Z",
    "title_canon_sha256": "5b89cbad2f96f0de023ccbde748255bf2d6f2c976ccc3ec4ecfa268a1d6a1ee7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14621",
    "kind": "arxiv",
    "version": 1
  }
}