Pith Number

pith:V2R6SBXJ

pith:2025:V2R6SBXJ63LNCPWITXXZ6CDGB2

not attested not anchored not stored refs pending

Causality-informed Anomaly Detection in Partially Observable Sensor Networks: Moving beyond Correlations

Bo Shen, Xiaofeng Xiao, Xubo Yue

arxiv:2507.09742 v1 · 2025-07-13 · 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{V2R6SBXJ63LNCPWITXXZ6CDGB2}

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

LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems

Receipt and verification

First computed	2026-07-05T11:36:39.020613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aea3e906e9f6d6d13ec89def9f08660e84f401a5edc9bfb8a26d27e7634f3a6c

Aliases

arxiv: 2507.09742 · arxiv_version: 2507.09742v1 · doi: 10.48550/arxiv.2507.09742 · pith_short_12: V2R6SBXJ63LN · pith_short_16: V2R6SBXJ63LNCPWI · pith_short_8: V2R6SBXJ

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/V2R6SBXJ63LNCPWITXXZ6CDGB2 \
  | 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: aea3e906e9f6d6d13ec89def9f08660e84f401a5edc9bfb8a26d27e7634f3a6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b3c8d7b1ebd90e44c5843703a438776da83a8c91024659c978002f06caee6f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-13T18:48:34Z",
    "title_canon_sha256": "1b6cbbf2d0f32a7fdd3854b59356a1ff0f19e30ef65a6fc78454bff8b0c4c6fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09742",
    "kind": "arxiv",
    "version": 1
  }
}