Pith Number

pith:RQUWOQCL

pith:2024:RQUWOQCL42LLFZWLQTVBSYYJTO

not attested not anchored not stored refs pending

Learning Structural Causal Models from Ordering: Identifiable Flow Models

Kien Do, Minh Khoa Le, Truyen Tran

arxiv:2412.09843 v1 · 2024-12-13 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RQUWOQCL42LLFZWLQTVBSYYJTO}

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	2026-07-05T09:48:42.521355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c2967404be696b2e6cb84ea1963099b9ca1cc5f8446d3432b5925d355c5e775

Aliases

arxiv: 2412.09843 · arxiv_version: 2412.09843v1 · doi: 10.48550/arxiv.2412.09843 · pith_short_12: RQUWOQCL42LL · pith_short_16: RQUWOQCL42LLFZWL · pith_short_8: RQUWOQCL

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/RQUWOQCL42LLFZWLQTVBSYYJTO \
  | 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: 8c2967404be696b2e6cb84ea1963099b9ca1cc5f8446d3432b5925d355c5e775

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce2fc2a904139124d58955d5b8cb49610423b2ed9a56f6229cb7383a42f0722a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T04:25:56Z",
    "title_canon_sha256": "c98cdf673198a43b0f82aabca9c2e8dedeefe14e5ae80895a11420fc1c913f2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09843",
    "kind": "arxiv",
    "version": 1
  }
}