Pith Number

pith:WDWDGPBH

pith:2025:WDWDGPBH3AF6OG2WFGKM2WTAAN

not attested not anchored not stored refs pending

SCOPE: Sequential Causal Optimization of Process Interventions

Hans Weytjens, Jakob De Moor, Jochen De Weerdt, Johannes De Smedt

arxiv:2512.17629 v4 · 2025-12-19 · 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{WDWDGPBH3AF6OG2WFGKM2WTAAN}

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	2026-06-10T01:09:50.887177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0ec333c27d80be71b562994cd5a600372181b6798bf8bce1b1f7fc91fb13db6

Aliases

arxiv: 2512.17629 · arxiv_version: 2512.17629v4 · doi: 10.48550/arxiv.2512.17629 · pith_short_12: WDWDGPBH3AF6 · pith_short_16: WDWDGPBH3AF6OG2W · pith_short_8: WDWDGPBH

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/WDWDGPBH3AF6OG2WFGKM2WTAAN \
  | 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: b0ec333c27d80be71b562994cd5a600372181b6798bf8bce1b1f7fc91fb13db6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4604b57deae39485c1666ab6dfc8ac6fa668d2c163570b756f64df520dee14e4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-19T14:33:02Z",
    "title_canon_sha256": "a7ba98c1a579e6ed3f8f5fc4e9592eebf0832b0643e13b845a40dcd008fb478b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.17629",
    "kind": "arxiv",
    "version": 4
  }
}