Pith Number

pith:NIQWSSRK

pith:2026:NIQWSSRKPH7G3VUGRASAAXOAYV

not attested not anchored not stored refs pending

Frequentist Consistency of Prior-Data Fitted Networks for Causal Inference

Rahul G. Krishnan, Stefan Feuerriegel, Vahid Balazadeh, Valentyn Melnychuk

arxiv:2603.12037 v2 · 2026-03-12 · 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{NIQWSSRKPH7G3VUGRASAAXOAYV}

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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	2026-06-02T02:04:52.272968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a21694a2a79fe6dd6868824005dc0c5749a8a1e5370d7edddc11176bd7ff56b

Aliases

arxiv: 2603.12037 · arxiv_version: 2603.12037v2 · doi: 10.48550/arxiv.2603.12037 · pith_short_12: NIQWSSRKPH7G · pith_short_16: NIQWSSRKPH7G3VUG · pith_short_8: NIQWSSRK

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/NIQWSSRKPH7G3VUGRASAAXOAYV \
  | 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: 6a21694a2a79fe6dd6868824005dc0c5749a8a1e5370d7edddc11176bd7ff56b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6acb31b057a0453446925db2669a1a2e31ecf07bb5afeac188ab52ddd6c9198b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-12T15:14:35Z",
    "title_canon_sha256": "a92c214fd835a2ff7029a438d003e6121596255e7edcce5dd2d588ec5cd9dc20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.12037",
    "kind": "arxiv",
    "version": 2
  }
}