pith. sign in
Pith Number

pith:AXZM25C3

pith:2023:AXZM25C3YCWDV3YVIIGMKVU4LA
not attested not anchored not stored refs pending

Counterfactual Identifiability of Bijective Causal Models

Arash Nasr-Esfahany, Devavrat Shah, Mohammad Alizadeh

arxiv:2302.02228 v2 · 2023-02-04 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AXZM25C3YCWDV3YVIIGMKVU4LA}

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 2026-07-05T06:18:20.232254Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

05f2cd745bc0ac3aef15420cc5569c5802da58708d2796351be1858f6e6a085f

Aliases

arxiv: 2302.02228 · arxiv_version: 2302.02228v2 · doi: 10.48550/arxiv.2302.02228 · pith_short_12: AXZM25C3YCWD · pith_short_16: AXZM25C3YCWDV3YV · pith_short_8: AXZM25C3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AXZM25C3YCWDV3YVIIGMKVU4LA \
  | 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: 05f2cd745bc0ac3aef15420cc5569c5802da58708d2796351be1858f6e6a085f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "41693c88e4a01acbef23e97d1dc4651e6843466fb5e67aac1226bd66c54738f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-04T19:51:56Z",
    "title_canon_sha256": "6b77995dada9eb3e965c12356cf4fe974a76272413e0f35b39a415d8480b059d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02228",
    "kind": "arxiv",
    "version": 2
  }
}