Pith Number

pith:VRFFNTI6

pith:2025:VRFFNTI6AH36XPPSAJX7I4RCQZ

not attested not anchored not stored refs pending

Optimizing Fire Safety: Reducing False Alarms Using Advanced Machine Learning Techniques

Abdulwahab Alazeb, Aizaz Ahmad Khattak, Muhammad Hassan Jamal, Muhammad Shahbaz Khan, Shahid Allah Bakhsh, Syed Aziz Shah, Wadii Boulila

arxiv:2503.09960 v1 · 2025-03-13 · 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{VRFFNTI6AH36XPPSAJX7I4RCQZ}

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	2026-07-05T10:30:35.633277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac4a56cd1e01f7ebbdf2026ff4722286754bbe5a4a70729b57e4033ce02c0bce

Aliases

arxiv: 2503.09960 · arxiv_version: 2503.09960v1 · doi: 10.48550/arxiv.2503.09960 · pith_short_12: VRFFNTI6AH36 · pith_short_16: VRFFNTI6AH36XPPS · pith_short_8: VRFFNTI6

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/VRFFNTI6AH36XPPSAJX7I4RCQZ \
  | 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: ac4a56cd1e01f7ebbdf2026ff4722286754bbe5a4a70729b57e4033ce02c0bce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94046af443a0201d91799bceb9b3690d48c6fef661b7a6b336758bfe111908a6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-13T02:07:14Z",
    "title_canon_sha256": "6108c6ba50cc1ebb1bba15605df0897c8e0ef5f87b23c4edd8cb4d929ed636a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09960",
    "kind": "arxiv",
    "version": 1
  }
}