pith. sign in
Pith Number

pith:DLLUFWA3

pith:2018:DLLUFWA3W2LZHXYDIDKWHYIWES
not attested not anchored not stored refs pending

Bayesian Classifier for Route Prediction with Markov Chains

Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Robert Shorten, Sergiy Zhuk, Yingqi Gu

arxiv:1808.10705 v1 · 2018-08-31 · cs.LG · math.PR · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DLLUFWA3W2LZHXYDIDKWHYIWES}

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 2026-05-18T00:06:45.039540Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1ad742d81bb69793df0340d563e11624aa9e5bac9c41234e0311db01dec9e456

Aliases

arxiv: 1808.10705 · arxiv_version: 1808.10705v1 · doi: 10.48550/arxiv.1808.10705 · pith_short_12: DLLUFWA3W2LZ · pith_short_16: DLLUFWA3W2LZHXYD · pith_short_8: DLLUFWA3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DLLUFWA3W2LZHXYDIDKWHYIWES \
  | 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: 1ad742d81bb69793df0340d563e11624aa9e5bac9c41234e0311db01dec9e456
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0ac3674e35ab530104d456e0d072b44e0df4d7716350b5abd98eae7874a168db",
    "cross_cats_sorted": [
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-31T12:24:01Z",
    "title_canon_sha256": "1028f63b7aecc19c93e7636fabe24fa85e8fb9d8f7f31bac7633040ace72abbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.10705",
    "kind": "arxiv",
    "version": 1
  }
}