Pith Number

pith:CDW4YN4A

pith:2024:CDW4YN4AQ4BSR2RW5BCIUY5TR3

not attested not anchored not stored refs pending

Weakly-supervised causal discovery based on fuzzy knowledge and complex data complementarity

Qinghao Zhang, Wei Zhang, Wenrui Li, Xiaowo Wang, Xuegong Zhang

arxiv:2405.08699 v1 · 2024-05-14 · 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{CDW4YN4AQ4BSR2RW5BCIUY5TR3}

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	2026-07-05T08:19:04.215747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10edcc3780870328ea36e8448a63b38ef41ece9037722b7ae368965de7f35410

Aliases

arxiv: 2405.08699 · arxiv_version: 2405.08699v1 · doi: 10.48550/arxiv.2405.08699 · pith_short_12: CDW4YN4AQ4BS · pith_short_16: CDW4YN4AQ4BSR2RW · pith_short_8: CDW4YN4A

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/CDW4YN4AQ4BSR2RW5BCIUY5TR3 \
  | 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: 10edcc3780870328ea36e8448a63b38ef41ece9037722b7ae368965de7f35410

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a894d0e709be1382fa0236951d95facd22ec8f808fb2850e319033a206b584f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-14T15:39:22Z",
    "title_canon_sha256": "fdca34446f7765484f972174abb58f640b53baab2d16a829ae990f27e21f6464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08699",
    "kind": "arxiv",
    "version": 1
  }
}