Pith Number

pith:C4HRSRRF

pith:2024:C4HRSRRF2WJTW6OGDH6J73HFCV

not attested not anchored not stored refs pending

A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series

Kwan-Liu Ma, Xiwei Xuan, Zhaodan Kong, Ziquan Deng

arxiv:2405.03234 v4 · 2024-05-06 · cs.HC · 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{C4HRSRRF2WJTW6OGDH6J73HFCV}

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.

Cited by

1 paper in Pith

ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation

Receipt and verification

First computed	2026-07-05T11:25:38.158791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

170f194625d5933b79c619fc9fece51564931acbfaf3f44f3fcbb1010debd256

Aliases

arxiv: 2405.03234 · arxiv_version: 2405.03234v4 · doi: 10.48550/arxiv.2405.03234 · pith_short_12: C4HRSRRF2WJT · pith_short_16: C4HRSRRF2WJTW6OG · pith_short_8: C4HRSRRF

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/C4HRSRRF2WJTW6OGDH6J73HFCV \
  | 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: 170f194625d5933b79c619fc9fece51564931acbfaf3f44f3fcbb1010debd256

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0aadf517fc93a34bde4eead2ed6738e99443bdfcb391830c84d62aa5b7a3a05a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-05-06T07:44:07Z",
    "title_canon_sha256": "1609e094b9b576d9a0e873a4e2c940dba89f48b4d5be4c1c7417ead2e0ebb5aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03234",
    "kind": "arxiv",
    "version": 4
  }
}