Pith Number

pith:HZLSBTBG

pith:2024:HZLSBTBGBFAICUPGPVUS4IHWXO

not attested not anchored not stored refs pending

Towards Complete Causal Explanation with Expert Knowledge

Aparajithan Venkateswaran, Emilija Perkovi\'c

arxiv:2407.07338 v4 · 2024-07-10 · stat.ML · cs.DM · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZLSBTBGBFAICUPGPVUS4IHWXO}

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

1 paper in Pith

Identifying Conditional Causal Effects in MPDAGs

Receipt and verification

First computed	2026-06-30T00:15:06.837232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e5720cc2609408151e67d692e20f6bba1f41e530b53d97715c532a84879784a

Aliases

arxiv: 2407.07338 · arxiv_version: 2407.07338v4 · doi: 10.48550/arxiv.2407.07338 · pith_short_12: HZLSBTBGBFAI · pith_short_16: HZLSBTBGBFAICUPG · pith_short_8: HZLSBTBG

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/HZLSBTBGBFAICUPGPVUS4IHWXO \
  | 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: 3e5720cc2609408151e67d692e20f6bba1f41e530b53d97715c532a84879784a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "855ee20ce8606d61149fcd9241ff881aa2380b08f142adf776393e624303552a",
    "cross_cats_sorted": [
      "cs.DM",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-10T03:20:17Z",
    "title_canon_sha256": "220bab79b7c70545bbbb8666d9c6dd353f072f5f014167562fa1f6679065841c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07338",
    "kind": "arxiv",
    "version": 4
  }
}