Pith Number

pith:ZNQCNQOY

pith:2024:ZNQCNQOYTXRTU4N47MN5J5IIPM

not attested not anchored not stored refs pending

A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation

Govind Waghmare, Siddhartha Asthana, Sonia Gupta, Vennela Yarabolu

arxiv:2411.15616 v1 · 2024-11-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNQCNQOYTXRTU4N47MN5J5IIPM}

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	2026-07-05T09:39:38.106794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb6026c1d89de33a71bcfb1bd4f5087b3a64011ed208948a4652e89ac1f930cc

Aliases

arxiv: 2411.15616 · arxiv_version: 2411.15616v1 · doi: 10.48550/arxiv.2411.15616 · pith_short_12: ZNQCNQOYTXRT · pith_short_16: ZNQCNQOYTXRTU4N4 · pith_short_8: ZNQCNQOY

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/ZNQCNQOYTXRTU4N47MN5J5IIPM \
  | 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: cb6026c1d89de33a71bcfb1bd4f5087b3a64011ed208948a4652e89ac1f930cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1f1195b91c624903b15f058b601eee445959fcbb502dafffb2a898b48783237",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-23T17:35:23Z",
    "title_canon_sha256": "aa5a5e860de4d3f2cedcd43fdfdf79a2d0cbcd24e5c58ece88954e41de0e6b35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15616",
    "kind": "arxiv",
    "version": 1
  }
}