Pith Number

pith:JO2NSZZR

pith:2020:JO2NSZZRAYWAH7DKYMTKSNVKA4

not attested not anchored not stored refs pending

Deep Structural Causal Models for Tractable Counterfactual Inference

Ben Glocker, Daniel C. Castro, Nick Pawlowski

arxiv:2006.06485 v2 · 2020-06-11 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JO2NSZZRAYWAH7DKYMTKSNVKA4}

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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

Automatic, Debiased, and Invariant Counterfactual Generation under General Interventions

Receipt and verification

First computed	2026-07-05T01:45:27.569381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bb4d96731062c03fc6ac326a936aa0705b7a06470b132eb7d764eda40e8e4ce

Aliases

arxiv: 2006.06485 · arxiv_version: 2006.06485v2 · doi: 10.48550/arxiv.2006.06485 · pith_short_12: JO2NSZZRAYWA · pith_short_16: JO2NSZZRAYWAH7DK · pith_short_8: JO2NSZZR

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/JO2NSZZRAYWAH7DKYMTKSNVKA4 \
  | 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: 4bb4d96731062c03fc6ac326a936aa0705b7a06470b132eb7d764eda40e8e4ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18c8baeaab3390655058e563ea5b461d1ad9bb1b2da9b3b13a6e60908e512b19",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-06-11T14:52:08Z",
    "title_canon_sha256": "53f3dcc32c5952c5dc3eb3fec43fe1f1fb37c693251bea6df00afd715dad7df4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06485",
    "kind": "arxiv",
    "version": 2
  }
}