Pith Number

pith:UOEYOBMU

pith:2022:UOEYOBMUV2GVULXBBGU6FF7MKB

not attested not anchored not stored refs pending

Selection, Ignorability and Challenges With Causal Fairness

Dino Sejdinovic, Jake Fawkes, Robin Evans

arxiv:2202.13774 v2 · 2022-02-28 · 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{UOEYOBMUV2GVULXBBGU6FF7MKB}

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	2026-07-05T05:23:43.899300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a389870594ae8d5a2ee109a9e297ec5059041545eb54c1a052633a8b09359988

Aliases

arxiv: 2202.13774 · arxiv_version: 2202.13774v2 · doi: 10.48550/arxiv.2202.13774 · pith_short_12: UOEYOBMUV2GV · pith_short_16: UOEYOBMUV2GVULXB · pith_short_8: UOEYOBMU

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/UOEYOBMUV2GVULXBBGU6FF7MKB \
  | 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: a389870594ae8d5a2ee109a9e297ec5059041545eb54c1a052633a8b09359988

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27ccde65dcf6934378b071a63ae9b6e93d6f20e5bed0a608045911f4b789c893",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-28T13:23:33Z",
    "title_canon_sha256": "348d25dc4d27abcad5943f235c6a13236e67d27f687b90f034756a2b72a690ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.13774",
    "kind": "arxiv",
    "version": 2
  }
}