pith. sign in
Pith Number

pith:FU4DZUGV

pith:2026:FU4DZUGVJOXSYEGZG5HUU6LRL4
not attested not anchored not stored refs pending

Probabilistic storyline attribution using machine learning

Frieder Loer, Maybritt Schillinger, Sebastian Sippel

arxiv:2606.02550 v1 · 2026-06-01 · stat.AP · physics.ao-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FU4DZUGVJOXSYEGZG5HUU6LRL4}

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 2026-06-02T03:05:09.368344Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2d383cd0d54baf2c10d9374f4a79715f3457880f3b94ee5fc44d7f9bfb80ad52

Aliases

arxiv: 2606.02550 · arxiv_version: 2606.02550v1 · doi: 10.48550/arxiv.2606.02550 · pith_short_12: FU4DZUGVJOXS · pith_short_16: FU4DZUGVJOXSYEGZ · pith_short_8: FU4DZUGV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FU4DZUGVJOXSYEGZG5HUU6LRL4 \
  | 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: 2d383cd0d54baf2c10d9374f4a79715f3457880f3b94ee5fc44d7f9bfb80ad52
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5ce5eb03bff3d9200e6f7dbb99326a91927e8fba9e36e0632440bb230b1b76e1",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2026-06-01T17:49:59Z",
    "title_canon_sha256": "b87056a869572e506e01923d35a5ad75f94d2b28a3926c10a896c1032c18ebc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02550",
    "kind": "arxiv",
    "version": 1
  }
}