pith. sign in
Pith Number

pith:RYP6MK67

pith:2026:RYP6MK67MD6E3JC2YDCZGYN6SA
not attested not anchored not stored refs pending

CausalSteward: An Agentic Divide-Conquer-Combine Copilot for Causal Discovery

Gian Lorenzo Marchioni, Juergen Luettin, Kristian Kersting, Lavdim Halilaj, Moritz Willig, Nicholas Tagliapietra

arxiv:2607.01936 v1 · 2026-07-02 · cs.MA · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RYP6MK67MD6E3JC2YDCZGYN6SA}

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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 2026-07-03T01:17:33.865145Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8e1fe62bdf60fc4da45ac0c59361be902f1d0ebc142106a4cfe6ade5899af2ad

Aliases

arxiv: 2607.01936 · arxiv_version: 2607.01936v1 · doi: 10.48550/arxiv.2607.01936 · pith_short_12: RYP6MK67MD6E · pith_short_16: RYP6MK67MD6E3JC2 · pith_short_8: RYP6MK67
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RYP6MK67MD6E3JC2YDCZGYN6SA \
  | 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: 8e1fe62bdf60fc4da45ac0c59361be902f1d0ebc142106a4cfe6ade5899af2ad
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "988e295c694c59ff6d5cba858036dc41461d1703100e723484a38ef9f3c9a876",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-07-02T09:29:10Z",
    "title_canon_sha256": "0452fda6a412cde4bbc43d80e289b3ca9e751f2104f44db852698329eab9a2cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01936",
    "kind": "arxiv",
    "version": 1
  }
}