Pith Number

pith:JGZ6FQTA

pith:2021:JGZ6FQTAENZU3ETESDIWBGFJHX

not attested not anchored not stored refs pending

Stochastic Intervention for Causal Effect Estimation

Guandong Xu, Qian Li, Tri Dung Duong

arxiv:2105.12898 v1 · 2021-05-27 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGZ6FQTAENZU3ETESDIWBGFJHX}

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	2026-07-05T02:43:45.347790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49b3e2c26023734d926490d16098a93de948133ae60db8eede45333364b13ad2

Aliases

arxiv: 2105.12898 · arxiv_version: 2105.12898v1 · doi: 10.48550/arxiv.2105.12898 · pith_short_12: JGZ6FQTAENZU · pith_short_16: JGZ6FQTAENZU3ETE · pith_short_8: JGZ6FQTA

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/JGZ6FQTAENZU3ETESDIWBGFJHX \
  | 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: 49b3e2c26023734d926490d16098a93de948133ae60db8eede45333364b13ad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50e414def8d9b67a86297c423354d083659da95032d906f84972cf2689c9b88e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-05-27T01:12:03Z",
    "title_canon_sha256": "8a1360e28b3e5325d086e794539c76dc8d4ad6e87f8949d547261b3d32f9c71b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.12898",
    "kind": "arxiv",
    "version": 1
  }
}