Pith Number

pith:RBVCCLF6

pith:2024:RBVCCLF6552TPKG6URUNSPSFY3

not attested not anchored not stored refs pending

Causal inference through multi-stage learning and doubly robust deep neural networks

Jelena Bradic, Yuqian Zhang

arxiv:2407.08560 v1 · 2024-07-11 · stat.ML · cs.LG · math.ST · stat.ME · 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{RBVCCLF6552TPKG6URUNSPSFY3}

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	2026-07-05T08:42:49.982700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

886a212cbeef7537a8dea468d93e45c6c519c6c7c6af22dfe09adedbe7640525

Aliases

arxiv: 2407.08560 · arxiv_version: 2407.08560v1 · doi: 10.48550/arxiv.2407.08560 · pith_short_12: RBVCCLF6552T · pith_short_16: RBVCCLF6552TPKG6 · pith_short_8: RBVCCLF6

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/RBVCCLF6552TPKG6URUNSPSFY3 \
  | 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: 886a212cbeef7537a8dea468d93e45c6c519c6c7c6af22dfe09adedbe7640525

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22cb5c0f81142d2620fb4edf0fdd0cd8fc9e08ec5eefeb95db82166674c52263",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-11T14:47:44Z",
    "title_canon_sha256": "696bfa8409c1e3fba89492e6e83a2c1f136bd72dec57cc7a67ae6250eaf516c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08560",
    "kind": "arxiv",
    "version": 1
  }
}