Pith Number

pith:WNFYFV6O

pith:2022:WNFYFV6OWAO7ILOHLJT6N54B6U

not attested not anchored not stored refs pending

Conditional Permutation Invariant Flows

Adam \'Scibior, Berend Zwartsenberg, Frank Wood, Jonathan Wilder Lavington, Justice Sefas, Matthew Niedoba, Setareh Dabiri, Trevor Campbell, Vasileios Lioutas, Yunpeng Liu

arxiv:2206.09021 v1 · 2022-06-17 · 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{WNFYFV6OWAO7ILOHLJT6N54B6U}

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	2026-07-05T04:33:02.933501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b34b82d7ceb01df42dc75a67e6f781f505d23a29c2ba443e3964acb6f0396e60

Aliases

arxiv: 2206.09021 · arxiv_version: 2206.09021v1 · doi: 10.48550/arxiv.2206.09021 · pith_short_12: WNFYFV6OWAO7 · pith_short_16: WNFYFV6OWAO7ILOH · pith_short_8: WNFYFV6O

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/WNFYFV6OWAO7ILOHLJT6N54B6U \
  | 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: b34b82d7ceb01df42dc75a67e6f781f505d23a29c2ba443e3964acb6f0396e60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0962761edf1494830481be8beff3c585906fb001b0ff031ab6b34cdd217f5056",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-06-17T21:43:38Z",
    "title_canon_sha256": "57297caf44ccb82ca13b92a1b5929b1269100a19eb28573d674a0aea93835e28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09021",
    "kind": "arxiv",
    "version": 1
  }
}