pith. sign in
Pith Number

pith:X43WSGSO

pith:2019:X43WSGSOSITHW4ESWWRFKTCL2X
not attested not anchored not stored refs pending

Multi-Stage Prediction Networks for Data Harmonization

Can Son Khoo, Chantal M. W. Tax, Daniel C. Alexander, Marco Palombo, Ryutaro Tanno, Stefano B. Blumberg

arxiv:1907.11629 v1 · 2019-07-26 · cs.LG · cs.CV · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X43WSGSOSITHW4ESWWRFKTCL2X}

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 2026-05-17T23:39:28.471142Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bf37691a4e92267b7092b5a2554c4bd5d884b1698c0512379bee29279b797688

Aliases

arxiv: 1907.11629 · arxiv_version: 1907.11629v1 · doi: 10.48550/arxiv.1907.11629 · pith_short_12: X43WSGSOSITH · pith_short_16: X43WSGSOSITHW4ES · pith_short_8: X43WSGSO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X43WSGSOSITHW4ESWWRFKTCL2X \
  | 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: bf37691a4e92267b7092b5a2554c4bd5d884b1698c0512379bee29279b797688
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f0014888351e141fd37db5feac7c83194ebc109d5d881948b0e4c2a9d2f185d8",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-26T15:29:46Z",
    "title_canon_sha256": "d6cc20b68796c3c828d1f2206f5d6b9e7f3ffce50089240c34ba946557cab5cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.11629",
    "kind": "arxiv",
    "version": 1
  }
}