Pith Number

pith:XARLJFNO

pith:2024:XARLJFNOEWBKWU5DLZE4GIXPZ4

not attested not anchored not stored refs pending

Differentiable Causal Discovery For Latent Hierarchical Causal Models

Biwei Huang, Ignavier Ng, Kun Zhang, Parjanya Prashant

arxiv:2411.19556 v1 · 2024-11-29 · 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{XARLJFNOEWBKWU5DLZE4GIXPZ4}

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	2026-07-05T09:42:04.364227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b822b495ae2582ab53a35e49c322efcf1d36e3b3331694e25bd079792ea0c3e1

Aliases

arxiv: 2411.19556 · arxiv_version: 2411.19556v1 · doi: 10.48550/arxiv.2411.19556 · pith_short_12: XARLJFNOEWBK · pith_short_16: XARLJFNOEWBKWU5D · pith_short_8: XARLJFNO

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/XARLJFNOEWBKWU5DLZE4GIXPZ4 \
  | 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: b822b495ae2582ab53a35e49c322efcf1d36e3b3331694e25bd079792ea0c3e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b029c7864c892b22ac1290979aea960348bd27431329bf087f56287d34c6cc0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-29T09:08:20Z",
    "title_canon_sha256": "9caf55787566e8411101932761ac16645b0ff910c3196e7053124462fd8f7a9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19556",
    "kind": "arxiv",
    "version": 1
  }
}