Pith Number

pith:IRGLOIZL

pith:2026:IRGLOIZLOD4M3RMRXQP56GPZRJ

not attested not anchored not stored refs pending

CROCS: A Two-Stage Clustering Framework for Behaviour-Centric Consumer Segmentation with Smart Meter Data

G. C. Livingston Jr, Lachlan O'Neil, Luke W. Yerbury, Mark Goldsworthy, Ricardo J. G. B. Campello

arxiv:2601.10494 v2 · 2026-01-15 · stat.ML · 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{IRGLOIZLOD4M3RMRXQP56GPZRJ}

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	2026-05-26T01:03:22.427695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

444cb7232b70f8cdc591bc1fdf19f98a748f43cb580c14ba834515e279bf19af

Aliases

arxiv: 2601.10494 · arxiv_version: 2601.10494v2 · doi: 10.48550/arxiv.2601.10494 · pith_short_12: IRGLOIZLOD4M · pith_short_16: IRGLOIZLOD4M3RMR · pith_short_8: IRGLOIZL

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/IRGLOIZLOD4M3RMRXQP56GPZRJ \
  | 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: 444cb7232b70f8cdc591bc1fdf19f98a748f43cb580c14ba834515e279bf19af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6fc1fc0e02fdbd5bd320ae789dd71b01fcdaf628435c597bb8472ec44641b3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-01-15T15:13:54Z",
    "title_canon_sha256": "27bdff35e2f97ddfd644f7a1e52824fe1695bd2677c817fed589fb989389cdc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.10494",
    "kind": "arxiv",
    "version": 2
  }
}