Pith Number

pith:QZV3L3S2

pith:2024:QZV3L3S22VSGAVNC6UGJQUZJZH

not attested not anchored not stored refs pending

You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling

Fergus Imrie, Mihaela van der Schaar, Nabeel Seedat, Nicolas Huynh

arxiv:2406.13733 v1 · 2024-06-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QZV3L3S22VSGAVNC6UGJQUZJZH}

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	2026-07-05T08:34:33.847430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

866bb5ee5ad5646055a2f50c985329c9e1f187e58bfdb73cf8517cf85f734616

Aliases

arxiv: 2406.13733 · arxiv_version: 2406.13733v1 · doi: 10.48550/arxiv.2406.13733 · pith_short_12: QZV3L3S22VSG · pith_short_16: QZV3L3S22VSGAVNC · pith_short_8: QZV3L3S2

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/QZV3L3S22VSGAVNC6UGJQUZJZH \
  | 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: 866bb5ee5ad5646055a2f50c985329c9e1f187e58bfdb73cf8517cf85f734616

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca2428c89a9c6cb0a736d33364503fbf428e00a132f0fab62e2667730b93f4b2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T17:58:40Z",
    "title_canon_sha256": "df3002234cd3acc27ac434b4ee9ef316af1a1b7451ba2770080feb5c8b336b76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13733",
    "kind": "arxiv",
    "version": 1
  }
}