Pith Number

pith:DQ32ATAB

pith:2026:DQ32ATABPOPNGSJDE5CTEHCO5O

not attested not anchored not stored refs pending

Hybrid Active-Online Learning Framework for Label-Efficient Concept Drift Adaptation in Optical Network Failure Detection

Antonio Napoli, Jaroslaw E. Prilepsky, Jo\~ao Pedro, Pedro Freire, Sasipim Srivallapanondh, Sergei K. Turitsyn, Yousuf Moiz Ali

arxiv:2606.30322 v1 · 2026-06-29 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQ32ATABPOPNGSJDE5CTEHCO5O}

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	2026-06-30T02:18:10.289734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c37a04c017b9ed349232745321c4eeba3cd225f528447fcc294638cab88cf9e

Aliases

arxiv: 2606.30322 · arxiv_version: 2606.30322v1 · doi: 10.48550/arxiv.2606.30322 · pith_short_12: DQ32ATABPOPN · pith_short_16: DQ32ATABPOPNGSJD · pith_short_8: DQ32ATAB

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/DQ32ATABPOPNGSJDE5CTEHCO5O \
  | 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: 1c37a04c017b9ed349232745321c4eeba3cd225f528447fcc294638cab88cf9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc93aed571c14eff79d15544d132ef3677d9fe9148b24f3cc03908216a168d33",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T14:04:08Z",
    "title_canon_sha256": "b48d71c9ed38c4c489d8451ea10948e81d58c436e6b5b7eb470e4194d8f5e63a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30322",
    "kind": "arxiv",
    "version": 1
  }
}