Pith Number

pith:23VMJG3X

pith:2019:23VMJG3XSA7B4TLSWJCNH4ZHES

not attested not anchored not stored refs pending

PLUME: Polyhedral Learning Using Mixture of Experts

Kulin Shah, Naresh Manwani, P. S. Sastry

arxiv:1904.09948 v1 · 2019-04-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{23VMJG3XSA7B4TLSWJCNH4ZHES}

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	2026-05-17T23:48:02.781628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6eac49b77903e1e4d72b244d3f32724b3ccd1fc2927d994568d3e61e1edf930

Aliases

arxiv: 1904.09948 · arxiv_version: 1904.09948v1 · doi: 10.48550/arxiv.1904.09948 · pith_short_12: 23VMJG3XSA7B · pith_short_16: 23VMJG3XSA7B4TLS · pith_short_8: 23VMJG3X

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/23VMJG3XSA7B4TLSWJCNH4ZHES \
  | 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: d6eac49b77903e1e4d72b244d3f32724b3ccd1fc2927d994568d3e61e1edf930

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "832b517c3b125529e98ca42bcad902a255c35c850277b5a77650a2e21b00ab39",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-22T16:50:04Z",
    "title_canon_sha256": "bcb413347550140e3edfcb87645c51376527282cda1b48c69b7abef8d9b9d106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09948",
    "kind": "arxiv",
    "version": 1
  }
}