Pith Number

pith:IA2O4MA3

pith:2025:IA2O4MA3LIP6KCUPTEHMBEURJQ

not attested not anchored not stored refs pending

When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery

Dominik Meier, Kyra Gan, Promit Ghosal, Sujai Hiremath

arxiv:2506.23374 v1 · 2025-06-29 · 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{IA2O4MA3LIP6KCUPTEHMBEURJQ}

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	2026-07-05T11:29:20.632558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4034ee301b5a1fe50a8f990ec092914c3ce909293fe3195e193c97b8a4c02335

Aliases

arxiv: 2506.23374 · arxiv_version: 2506.23374v1 · doi: 10.48550/arxiv.2506.23374 · pith_short_12: IA2O4MA3LIP6 · pith_short_16: IA2O4MA3LIP6KCUP · pith_short_8: IA2O4MA3

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/IA2O4MA3LIP6KCUPTEHMBEURJQ \
  | 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: 4034ee301b5a1fe50a8f990ec092914c3ce909293fe3195e193c97b8a4c02335

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dde0de4a31a0b7bc4878d7b97f8f938b6283b79b3b9c68ffb79cdfe4bdf4b544",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-29T19:20:41Z",
    "title_canon_sha256": "d5877e4aa7d1f809f5ec7cf6488f5e93a8837a8249ff1067aa3718020c305f6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23374",
    "kind": "arxiv",
    "version": 1
  }
}