pith. sign in
Pith Number

pith:3Z5MVLNV

pith:2018:3Z5MVLNVZLOR52HYGXBK46JSSU
not attested not anchored not stored refs pending

Cluster Naturalistic Driving Encounters Using Deep Unsupervised Learning

Ding Zhao, Sisi Li, Wenshuo Wang, Zhaobin Mo

arxiv:1802.10214 v2 · 2018-02-28 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3Z5MVLNVZLOR52HYGXBK46JSSU}

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 2026-05-18T00:14:06.270728Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

de7acaadb5cadd1ee8f835c2ae7932950e87ca2b64ed3237ce75c6342a9d1aa3

Aliases

arxiv: 1802.10214 · arxiv_version: 1802.10214v2 · doi: 10.48550/arxiv.1802.10214 · pith_short_12: 3Z5MVLNVZLOR · pith_short_16: 3Z5MVLNVZLOR52HY · pith_short_8: 3Z5MVLNV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3Z5MVLNVZLOR52HYGXBK46JSSU \
  | 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: de7acaadb5cadd1ee8f835c2ae7932950e87ca2b64ed3237ce75c6342a9d1aa3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ee5e3af4cb4dca4d6bb0d0c2e1d5b80411c455ccb58a0062ed144cad664959f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-28T00:08:28Z",
    "title_canon_sha256": "bd1444c9148312d6f07fbfb4bb42556cd5ee0c2059b9332f32b4cfd8312daac3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.10214",
    "kind": "arxiv",
    "version": 2
  }
}