Pith Number

pith:JGK4L6GM

pith:2024:JGK4L6GMVIU3HW5SVMLYGDY5PU

not attested not anchored not stored refs pending

Data Quality in Edge Machine Learning: A State-of-the-Art Survey

Hakim Hacid, Mohamed Reda Bouadjenek, Mohammed Djameleddine Belgoumri, Sunil Aryal

arxiv:2406.02600 v1 · 2024-06-01 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGK4L6GMVIU3HW5SVMLYGDY5PU}

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	2026-07-05T08:27:27.679724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4995c5f8ccaa29b3dbb2ab17830f1d7d2806645e6d57ee0a10f293512326f09a

Aliases

arxiv: 2406.02600 · arxiv_version: 2406.02600v1 · doi: 10.48550/arxiv.2406.02600 · pith_short_12: JGK4L6GMVIU3 · pith_short_16: JGK4L6GMVIU3HW5S · pith_short_8: JGK4L6GM

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/JGK4L6GMVIU3HW5SVMLYGDY5PU \
  | 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: 4995c5f8ccaa29b3dbb2ab17830f1d7d2806645e6d57ee0a10f293512326f09a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a204a34229b3a36b8f48435506d1c0e15e3eacdaf322a632c37c3173be73d1b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-01T23:07:05Z",
    "title_canon_sha256": "e848410d0e9dda0933501f1e10038911d4ea18fa98b51e08c7d4b7f3b7e39ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02600",
    "kind": "arxiv",
    "version": 1
  }
}