Pith Number

pith:KGYZNOSB

pith:2025:KGYZNOSBG5RQEEDWU3CXYOPI2U

not attested not anchored not stored refs pending

Semiparametric Inference for Partially Identifiable Data Fusion Estimands via Double Machine Learning

Lucas Janson, Yicong Jiang

arxiv:2502.05319 v1 · 2025-02-07 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KGYZNOSBG5RQEEDWU3CXYOPI2U}

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.

Cited by

1 paper in Pith

Partial identification via conditional linear programs: estimation and policy learning

Receipt and verification

First computed	2026-07-05T10:11:35.863155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51b196ba413763021076a6c57c39e8d5368193b02ac70dbab7a5bae0e0fad838

Aliases

arxiv: 2502.05319 · arxiv_version: 2502.05319v1 · doi: 10.48550/arxiv.2502.05319 · pith_short_12: KGYZNOSBG5RQ · pith_short_16: KGYZNOSBG5RQEEDW · pith_short_8: KGYZNOSB

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/KGYZNOSBG5RQEEDWU3CXYOPI2U \
  | 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: 51b196ba413763021076a6c57c39e8d5368193b02ac70dbab7a5bae0e0fad838

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17a575170b40c2ddcb1225916042af7f7a344c07a5a430a1b09239abe1defd86",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-02-07T20:37:57Z",
    "title_canon_sha256": "a3b7a1931e28a73241783ab167f5e9e910b96b62ac5d3bb6e0453f734eabe531"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05319",
    "kind": "arxiv",
    "version": 1
  }
}