Pith Number

pith:GMSZIP2M

pith:2026:GMSZIP2MZMXQNMURJ3DRJADOHB

not attested not anchored not stored refs pending

Does Your Wildfire Prediction Model Actually Work, or Just Score Well?

Liling Chang, Qi Wang, Yangshuang Xu, Yushun Dong, Yuyang Dai

arxiv:2605.18911 v1 · 2026-05-14 · 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{GMSZIP2MZMXQNMURJ3DRJADOHB}

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	2026-05-20T00:06:31.725877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3325943f4ccb2f06b2914ec714806e385ec167f9c8dafbcd6a2d9ae76162f35f

Aliases

arxiv: 2605.18911 · arxiv_version: 2605.18911v1 · doi: 10.48550/arxiv.2605.18911 · pith_short_12: GMSZIP2MZMXQ · pith_short_16: GMSZIP2MZMXQNMUR · pith_short_8: GMSZIP2M

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/GMSZIP2MZMXQNMURJ3DRJADOHB \
  | 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: 3325943f4ccb2f06b2914ec714806e385ec167f9c8dafbcd6a2d9ae76162f35f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33493a4563b98bcc754b73761a66248686cae1f2eb9ce1b192282c1f57187cb7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-14T04:28:10Z",
    "title_canon_sha256": "17cf7c7e798202e0e00a72fd97a6ec65348622ab92bb7851e8749768d5a385ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18911",
    "kind": "arxiv",
    "version": 1
  }
}