Pith Number

pith:JSJR6QLN

pith:2017:JSJR6QLNPWP5C2QUOMTAQFCEF3

not attested not anchored not stored refs pending

Avoiding Discrimination through Causal Reasoning

Bernhard Sch\"olkopf, Dominik Janzing, Giambattista Parascandolo, Mateo Rojas-Carulla, Moritz Hardt, Niki Kilbertus

arxiv:1706.02744 v2 · 2017-06-08 · stat.ML · cs.CY · 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{JSJR6QLNPWP5C2QUOMTAQFCEF3}

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.

Cited by

3 papers in Pith

Causal Bias Detection in Generative Artificial Intelligence

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution

Receipt and verification

First computed	2026-05-18T00:25:23.709697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c931f416d7d9fd16a1473260814442ee64d1712582c9e6b13d9d7cf1f26d872

Aliases

arxiv: 1706.02744 · arxiv_version: 1706.02744v2 · doi: 10.48550/arxiv.1706.02744 · pith_short_12: JSJR6QLNPWP5 · pith_short_16: JSJR6QLNPWP5C2QU · pith_short_8: JSJR6QLN

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/JSJR6QLNPWP5C2QUOMTAQFCEF3 \
  | 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: 4c931f416d7d9fd16a1473260814442ee64d1712582c9e6b13d9d7cf1f26d872

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "206b6b0f3d73fb62590336be46bbc5cf5a33175019c426b62f9e7ccce11fdacd",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-06-08T19:50:56Z",
    "title_canon_sha256": "1e7c84cb6cdd81775900f3dbc5aecd5f16ce3163a2a033e53aa064802c11377f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.02744",
    "kind": "arxiv",
    "version": 2
  }
}