Pith Number

pith:SSGZXGFO

pith:2026:SSGZXGFOL24KGSMRFHLZLBONWV

not attested not anchored not stored refs pending

Instrumented data for causal scientific machine learning

Daniel N. Wilke

arxiv:2606.07865 v1 · 2026-06-05 · cs.LG · cs.AI · physics.comp-ph · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SSGZXGFOL24KGSMRFHLZLBONWV}

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	2026-06-09T01:04:54.101837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

948d9b98ae5eb8a3499129d79585cdb548e4eef6187efe078de160862466ba59

Aliases

arxiv: 2606.07865 · arxiv_version: 2606.07865v1 · doi: 10.48550/arxiv.2606.07865 · pith_short_12: SSGZXGFOL24K · pith_short_16: SSGZXGFOL24KGSMR · pith_short_8: SSGZXGFO

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/SSGZXGFOL24KGSMRFHLZLBONWV \
  | 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: 948d9b98ae5eb8a3499129d79585cdb548e4eef6187efe078de160862466ba59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d68b751c4898f90cfafaca2c877528a306501c139ecd8d1400df7ebc0a019718",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T21:53:39Z",
    "title_canon_sha256": "6c99302888f4807764bfb8ebbf789cffd91f50ad05db7f14f9aee0639f5170b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07865",
    "kind": "arxiv",
    "version": 1
  }
}