Pith Number

pith:BREO6HM7

pith:2026:BREO6HM7J45OX7CGRIRXAIHFWR

not attested not anchored not stored refs pending

A Human-Augmenting Agentic Workflow for Observational Causal Inference

Adrien Alexandre, Lars Olds, Nathan Kallus, Winston Chou, Yi Zhang

arxiv:2607.22443 v1 · 2026-07-24 · stat.CO · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BREO6HM7J45OX7CGRIRXAIHFWR}

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	2026-07-27T01:21:21.460890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c48ef1d9f4f3aebfc468a237020e5b4731d0e4ca4038f64f36ce4207e0ad003

Aliases

arxiv: 2607.22443 · arxiv_version: 2607.22443v1 · doi: 10.48550/arxiv.2607.22443 · pith_short_12: BREO6HM7J45O · pith_short_16: BREO6HM7J45OX7CG · pith_short_8: BREO6HM7

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/BREO6HM7J45OX7CGRIRXAIHFWR \
  | 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: 0c48ef1d9f4f3aebfc468a237020e5b4731d0e4ca4038f64f36ce4207e0ad003

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2ac1713cbe6a0f4cb0723905cad82698c9bdb1af0fd08213e0280c85e9ca00c",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2026-07-24T16:04:37Z",
    "title_canon_sha256": "276990242c08716e3085c466504f852a8764eede376de70e6c0ab24975d27a16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22443",
    "kind": "arxiv",
    "version": 1
  }
}