Pith Number

pith:MFKBJZDA

pith:2024:MFKBJZDAPYRJ5TCLHA4TYASIQM

not attested not anchored not stored refs pending

Local Causal Discovery with Background Knowledge

Qingyuan Zheng, Yangbo He, Yue Liu

arxiv:2408.07890 v1 · 2024-08-15 · 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{MFKBJZDAPYRJ5TCLHA4TYASIQM}

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	2026-07-05T08:55:41.478710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

615414e4607e229ecc4b38393c024883116e5533d95cc68dfb256b1dfa502cbd

Aliases

arxiv: 2408.07890 · arxiv_version: 2408.07890v1 · doi: 10.48550/arxiv.2408.07890 · pith_short_12: MFKBJZDAPYRJ · pith_short_16: MFKBJZDAPYRJ5TCL · pith_short_8: MFKBJZDA

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/MFKBJZDAPYRJ5TCLHA4TYASIQM \
  | 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: 615414e4607e229ecc4b38393c024883116e5533d95cc68dfb256b1dfa502cbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8a2b875d26c1696e29344cfc38a0e2add4e993b666a768a9ca28350309e3041",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-15T02:31:48Z",
    "title_canon_sha256": "8307dff04b0e86ac53139d33096fa9f34a5f7dadbdbaa01c8b450859189732cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07890",
    "kind": "arxiv",
    "version": 1
  }
}