Pith Number

pith:KEZ7HF3Z

pith:2023:KEZ7HF3ZR2JYT727KWSCVCGVDB

not attested not anchored not stored refs pending

Emerging Synergies in Causality and Deep Generative Models: A Survey

Biwei Huang, Chen Wang, Guanglin Zhou, Guang-Yuan Hao, Kun Zhang, Liming Zhu, Lina Yao, Shaoan Xie, Shiming Chen, Xiwei Xu

arxiv:2301.12351 v4 · 2023-01-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KEZ7HF3ZR2JYT727KWSCVCGVDB}

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	2026-07-05T10:33:29.741586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5133f397798e9389ff5f55a42a88d518597e581610b6c7b0d74f135e3d45a887

Aliases

arxiv: 2301.12351 · arxiv_version: 2301.12351v4 · doi: 10.48550/arxiv.2301.12351 · pith_short_12: KEZ7HF3ZR2JY · pith_short_16: KEZ7HF3ZR2JYT727 · pith_short_8: KEZ7HF3Z

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/KEZ7HF3ZR2JYT727KWSCVCGVDB \
  | 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: 5133f397798e9389ff5f55a42a88d518597e581610b6c7b0d74f135e3d45a887

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90963b7f879ae9f4bcf31eaafbcd84664e1e1e6385c0cdaac9ee15037e0466fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-29T04:10:12Z",
    "title_canon_sha256": "acaaf315c0ef30a693aa6f35843411921631a17ec0a2863ac6c69ad18ebcdadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12351",
    "kind": "arxiv",
    "version": 4
  }
}