Pith Number

pith:PI57BEID

pith:2025:PI57BEIDETOZVJXNSRFLGWUES6

not attested not anchored not stored refs pending

Learning to Calibrate for Reliable Visual Fire Detection

Xiangyang Gong, Xiuzhuang Zhou, Ziqi Zhang

arxiv:2502.09872 v1 · 2025-02-14 · cs.CV · 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{PI57BEIDETOZVJXNSRFLGWUES6}

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	2026-07-05T10:14:13.687762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a3bf0910324dd9aa6ed944ab35a8497b3437438f09e6102a4233d608fbc62a0

Aliases

arxiv: 2502.09872 · arxiv_version: 2502.09872v1 · doi: 10.48550/arxiv.2502.09872 · pith_short_12: PI57BEIDETOZ · pith_short_16: PI57BEIDETOZVJXN · pith_short_8: PI57BEID

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/PI57BEIDETOZVJXNSRFLGWUES6 \
  | 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: 7a3bf0910324dd9aa6ed944ab35a8497b3437438f09e6102a4233d608fbc62a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47d6e1a3d209efd292589c43618e56cdecea50974e86588f0abe10f9eaea094",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-14T02:45:16Z",
    "title_canon_sha256": "0a3b8c6614795548232b71b5b558fcb24d625c710bd94ce236bc051cec22e7c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09872",
    "kind": "arxiv",
    "version": 1
  }
}