Pith Number

pith:LO77JIL3

pith:2026:LO77JIL3FSPSEP2RNTURBIJUU2

not attested not anchored not stored refs pending

An Analytical Multiple Criteria Framework for Temporal and Dynamic Business-to-Business Customer Segmentation in Manufacturing

Konstantinos Papangelis, Muhammad Raees, Vassilis Javed Khan

arxiv:2605.17151 v1 · 2026-05-16 · 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{LO77JIL3FSPSEP2RNTURBIJUU2}

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	2026-05-20T00:03:42.307031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bbff4a17b2c9f223f516ce910a134a6a065e30df3ebf2d7960e245deec3a91f

Aliases

arxiv: 2605.17151 · arxiv_version: 2605.17151v1 · doi: 10.48550/arxiv.2605.17151 · pith_short_12: LO77JIL3FSPS · pith_short_16: LO77JIL3FSPSEP2R · pith_short_8: LO77JIL3

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/LO77JIL3FSPSEP2RNTURBIJUU2 \
  | 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: 5bbff4a17b2c9f223f516ce910a134a6a065e30df3ebf2d7960e245deec3a91f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4590afc1b129b5f7cec1314fa69be56975d716ee2f87c91fc53e5c1c1a50091b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-16T20:51:37Z",
    "title_canon_sha256": "0c207cf3d90919a1ad8240f78f710358c5820090ff9a2ff5d7bd4123ec858385"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17151",
    "kind": "arxiv",
    "version": 1
  }
}