Pith Number

pith:JUBATEM3

pith:2019:JUBATEM3SM5CHNLNBXYHSGJS3E

not attested not anchored not stored refs pending

Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond

Masatoshi Uehara, Nathan Kallus, Xiaojie Mao

arxiv:1912.12945 v5 · 2019-12-30 · stat.ML · cs.LG · 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{JUBATEM3SM5CHNLNBXYHSGJS3E}

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	2026-07-05T04:49:20.491961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d0209919b933a23b56d0df0791932d911fc4f699a7c61988aeabc3d92999539

Aliases

arxiv: 1912.12945 · arxiv_version: 1912.12945v5 · doi: 10.48550/arxiv.1912.12945 · pith_short_12: JUBATEM3SM5C · pith_short_16: JUBATEM3SM5CHNLN · pith_short_8: JUBATEM3

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/JUBATEM3SM5CHNLNBXYHSGJS3E \
  | 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: 4d0209919b933a23b56d0df0791932d911fc4f699a7c61988aeabc3d92999539

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83393734d85d40249fbda5c880e03f7e643ded8b3f117ea51bcde03471131151",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-30T14:42:52Z",
    "title_canon_sha256": "987b8dcfd97af284d488cf70e9671329f4c6a294ff9c5b751f50288304533837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.12945",
    "kind": "arxiv",
    "version": 5
  }
}