Pith Number

pith:HI3VSB2W

pith:2024:HI3VSB2WBLSB62D4GIZ2FNA4A2

not attested not anchored not stored refs pending

Synthetic Potential Outcomes and Causal Mixture Identifiability

Bijan Mazaheri, Caroline Uhler, Chandler Squires

arxiv:2405.19225 v4 · 2024-05-29 · cs.LG · econ.EM · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HI3VSB2WBLSB62D4GIZ2FNA4A2}

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.

Cited by

1 paper in Pith

Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models

Receipt and verification

First computed	2026-07-05T09:48:33.166734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a375907560ae41f687c3233a2b41c06b9029a36e553157846e452abbd490c2b

Aliases

arxiv: 2405.19225 · arxiv_version: 2405.19225v4 · doi: 10.48550/arxiv.2405.19225 · pith_short_12: HI3VSB2WBLSB · pith_short_16: HI3VSB2WBLSB62D4 · pith_short_8: HI3VSB2W

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/HI3VSB2WBLSB62D4GIZ2FNA4A2 \
  | 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: 3a375907560ae41f687c3233a2b41c06b9029a36e553157846e452abbd490c2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ff81d791e5eac643505311a974e9ee3cd74af69ac6ee14359a4cca999162077",
    "cross_cats_sorted": [
      "econ.EM",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T16:05:57Z",
    "title_canon_sha256": "852fcce38980bd5e5baf8ee37de9a99e7190b9ba9cc2b8030584197f9b4b0ab2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19225",
    "kind": "arxiv",
    "version": 4
  }
}