Pith Number

pith:BG62MUQH

pith:2012:BG62MUQHDATVXKR3PJN2KCEG3O

not attested not anchored not stored refs pending

Two Optimal Strategies for Active Learning of Causal Models from Interventional Data

Alain Hauser, Peter B\"uhlmann

arxiv:1205.4174 v3 · 2012-05-18 · stat.ME · cs.DM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BG62MUQHDATVXKR3PJN2KCEG3O}

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	2026-05-18T02:50:43.364558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09bda6520718275baa3b7a5ba50886db9d5a3b6e6efcaaedf0bee60cffbf5c91

Aliases

arxiv: 1205.4174 · arxiv_version: 1205.4174v3 · doi: 10.48550/arxiv.1205.4174 · pith_short_12: BG62MUQHDATV · pith_short_16: BG62MUQHDATVXKR3 · pith_short_8: BG62MUQH

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/BG62MUQHDATVXKR3PJN2KCEG3O \
  | 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: 09bda6520718275baa3b7a5ba50886db9d5a3b6e6efcaaedf0bee60cffbf5c91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2e4438f929783ac0eea2ec434264ec7704bc338a4b1ec93ff19e70f56adbcc8",
    "cross_cats_sorted": [
      "cs.DM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2012-05-18T15:12:01Z",
    "title_canon_sha256": "6c5926e26a9c946fb6123f1189fb99de1a833753224848d9a42ae2268254daad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1205.4174",
    "kind": "arxiv",
    "version": 3
  }
}