Pith Number

pith:D5UTTIZQ

pith:2023:D5UTTIZQUTBICRYGCP4KEOY3NW

not attested not anchored not stored refs pending

Learning Causal Mechanisms through Orthogonal Neural Networks

Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk

arxiv:2306.03938 v1 · 2023-06-05 · 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{D5UTTIZQUTBICRYGCP4KEOY3NW}

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	2026-07-05T06:18:24.109879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f6939a330a4c281470613f8a23b1b6d9b62e070407ca36c1da90632d7a810de

Aliases

arxiv: 2306.03938 · arxiv_version: 2306.03938v1 · doi: 10.48550/arxiv.2306.03938 · pith_short_12: D5UTTIZQUTBI · pith_short_16: D5UTTIZQUTBICRYG · pith_short_8: D5UTTIZQ

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/D5UTTIZQUTBICRYGCP4KEOY3NW \
  | 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: 1f6939a330a4c281470613f8a23b1b6d9b62e070407ca36c1da90632d7a810de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac1e1e8fc0a7c6a378d07fe4ee463ee09660ee8aad91953b5af5ae3abf545223",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-05T13:11:33Z",
    "title_canon_sha256": "7702cbf54fe4bb4db46ad7b400047b66fbd28e1a77f76e7be75d8fe89114b88c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03938",
    "kind": "arxiv",
    "version": 1
  }
}