Pith Number

pith:25OCZ5PI

pith:2021:25OCZ5PISW3BQDJGRBA7YDPR2F

not attested not anchored not stored refs pending

Intervention Efficient Algorithm for Two-Stage Causal MDPs

Aurghya Maiti, Gaurav Sinha, Rahul Madhavan, Siddharth Barman

arxiv:2111.00886 v1 · 2021-11-01 · 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{25OCZ5PISW3BQDJGRBA7YDPR2F}

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	2026-07-05T03:27:50.909957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d75c2cf5e895b6180d268841fc0df1d17042496907771b54c9d0008179430920

Aliases

arxiv: 2111.00886 · arxiv_version: 2111.00886v1 · doi: 10.48550/arxiv.2111.00886 · pith_short_12: 25OCZ5PISW3B · pith_short_16: 25OCZ5PISW3BQDJG · pith_short_8: 25OCZ5PI

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/25OCZ5PISW3BQDJGRBA7YDPR2F \
  | 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: d75c2cf5e895b6180d268841fc0df1d17042496907771b54c9d0008179430920

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a56b7d007bbbc6f74364cc963fd8168042f483632e28ffa8d87158dac244cd6c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-01T12:22:37Z",
    "title_canon_sha256": "888c193f85914d6d2cb0c87c21b002eeb4b2c7bcf7617d73dd44796deac7ac28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.00886",
    "kind": "arxiv",
    "version": 1
  }
}