Pith Number

pith:JDY6CFLJ

pith:2022:JDY6CFLJ6MXXY7QV2HUW5WAUGO

not attested not anchored not stored refs pending

Neural Causal Models for Counterfactual Identification and Estimation

Elias Bareinboim, Kevin Xia, Yushu Pan

arxiv:2210.00035 v1 · 2022-09-30 · 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{JDY6CFLJ6MXXY7QV2HUW5WAUGO}

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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

IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning

Receipt and verification

First computed	2026-07-05T05:02:27.999584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48f1e11569f32f7c7e15d1e96ed814339f9c3ba7092efb3843d5bde282f7ead4

Aliases

arxiv: 2210.00035 · arxiv_version: 2210.00035v1 · doi: 10.48550/arxiv.2210.00035 · pith_short_12: JDY6CFLJ6MXX · pith_short_16: JDY6CFLJ6MXXY7QV · pith_short_8: JDY6CFLJ

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/JDY6CFLJ6MXXY7QV2HUW5WAUGO \
  | 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: 48f1e11569f32f7c7e15d1e96ed814339f9c3ba7092efb3843d5bde282f7ead4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8663bf1efc940ac3c552b01a1be299af5fd25cb2c9dcfeec595888f6782706be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-30T18:29:09Z",
    "title_canon_sha256": "8cc09c2a2627356f8711e36fd6ee9bb8972cb75d1ce47c80cd997a9d656d54c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00035",
    "kind": "arxiv",
    "version": 1
  }
}