Pith Number

pith:PXO5XK7D

pith:2025:PXO5XK7DSTRDEGOYVXOZ5RPS2F

not attested not anchored not stored refs pending

Causal Geodesy: Counterfactual Estimation Along the Path Between Correlation and Causation

Kyle Schindl, Larry Wasserman

arxiv:2508.08499 v1 · 2025-08-11 · stat.ME · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXO5XK7DSTRDEGOYVXOZ5RPS2F}

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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

Debiased Counterfactual Generation via Flow Matching from Observations

Receipt and verification

First computed	2026-07-05T11:52:29.609024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ddddbabe394e23219d8addd9ec5f2d16bd8857f5cf09fd62a03c7708f27a8a7

Aliases

arxiv: 2508.08499 · arxiv_version: 2508.08499v1 · doi: 10.48550/arxiv.2508.08499 · pith_short_12: PXO5XK7DSTRD · pith_short_16: PXO5XK7DSTRDEGOY · pith_short_8: PXO5XK7D

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/PXO5XK7DSTRDEGOYVXOZ5RPS2F \
  | 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: 7ddddbabe394e23219d8addd9ec5f2d16bd8857f5cf09fd62a03c7708f27a8a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "210312d96d5e6797e65ea0d0a4850c83415feddfdb08d1de53751bad18dd6b1a",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-08-11T22:15:19Z",
    "title_canon_sha256": "aa934e87bc9473d73bebabd0b04ab0ba7aadccf6384a23aa1aaf341e71e4f746"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08499",
    "kind": "arxiv",
    "version": 1
  }
}