Pith Number

pith:UDK3ZGKV

pith:2016:UDK3ZGKVTQM34U7RN2Q6BNVXOE

not attested not anchored not stored refs pending

Learning Optimal Interventions

David N. Reshef, George Du, Jonas Mueller, Tommi Jaakkola

arxiv:1606.05027 v2 · 2016-06-16 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDK3ZGKVTQM34U7RN2Q6BNVXOE}

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	2026-05-18T00:45:15.969123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0d5bc99559c19be53f16ea1e0b6b7712bf4b54692b4f53766b408fd19c7552b

Aliases

arxiv: 1606.05027 · arxiv_version: 1606.05027v2 · doi: 10.48550/arxiv.1606.05027 · pith_short_12: UDK3ZGKVTQM3 · pith_short_16: UDK3ZGKVTQM34U7R · pith_short_8: UDK3ZGKV

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/UDK3ZGKVTQM34U7RN2Q6BNVXOE \
  | 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: a0d5bc99559c19be53f16ea1e0b6b7712bf4b54692b4f53766b408fd19c7552b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dea0744603a660b23277e5ee038a36830a3cade9d5d807ba746fc59ae0a89e47",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-06-16T01:55:33Z",
    "title_canon_sha256": "1e30710c6f02995b54c77a3d156b4439a61eea4b044a24f3a9f923c289c7aff4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.05027",
    "kind": "arxiv",
    "version": 2
  }
}