Pith Number

pith:FJA6NDNS

pith:2026:FJA6NDNSB4KOHW77BELOUR2I2R

not attested not anchored not stored refs pending

Conditional Independence Tests for Constraint-Based Causal Discovery: A Survey

Ioannis Katakis, Pavel Averin, Theodoros Moysiadis

arxiv:2608.11156 v1 · 2026-08-11 · 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{FJA6NDNSB4KOHW77BELOUR2I2R}

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	2026-08-12T01:24:43.152864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a41e68db20f14e3dbff0916ea4748d46f0a4e0dd9f50daf0a24772ea4f254d2

Aliases

arxiv: 2608.11156 · arxiv_version: 2608.11156v1 · doi: 10.48550/arxiv.2608.11156 · pith_short_12: FJA6NDNSB4KO · pith_short_16: FJA6NDNSB4KOHW77 · pith_short_8: FJA6NDNS

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/FJA6NDNSB4KOHW77BELOUR2I2R \
  | 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: 2a41e68db20f14e3dbff0916ea4748d46f0a4e0dd9f50daf0a24772ea4f254d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5584ae4d8701dbdc1cadad45a9e2fdd540374c1e0eafb868ee39aaf07c5b5ba3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-08-11T17:13:52Z",
    "title_canon_sha256": "7c0c2db1844b290eb8e56cee51a193b8dd3f89f8c8ecb085bc5156120e3685b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11156",
    "kind": "arxiv",
    "version": 1
  }
}