Pith Number

pith:RPDPWXRP

pith:2023:RPDPWXRP6HOPRCB7BG7NYHZMNQ

not attested not anchored not stored refs pending

On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence

Eneko Osaba, Ibai La\~na, Javier Del Ser, Jesus L. Lobo

arxiv:2303.07940 v1 · 2023-03-14 · 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{RPDPWXRP6HOPRCB7BG7NYHZMNQ}

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	2026-07-05T05:52:10.600487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bc6fb5e2ff1dcf8883f09bedc1f2c6c1a1c377f39e6195e1a3315d61af879ff

Aliases

arxiv: 2303.07940 · arxiv_version: 2303.07940v1 · doi: 10.48550/arxiv.2303.07940 · pith_short_12: RPDPWXRP6HOP · pith_short_16: RPDPWXRP6HOPRCB7 · pith_short_8: RPDPWXRP

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/RPDPWXRP6HOPRCB7BG7NYHZMNQ \
  | 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: 8bc6fb5e2ff1dcf8883f09bedc1f2c6c1a1c377f39e6195e1a3315d61af879ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a97ca95adce8426dd9039f6dd3773affaf5eff29fbb6fde75a6e137f50ce6519",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-14T14:25:54Z",
    "title_canon_sha256": "a2fa55ea0a7d3388ea750ca3235858de93debe9ba9c03253cd4ac34fd687e18f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07940",
    "kind": "arxiv",
    "version": 1
  }
}