Pith Number

pith:QPNNXIXT

pith:2016:QPNNXIXT6O7JGUZ3BX22AB2XG4

not attested not anchored not stored refs pending

Reliable Evaluation of Neural Network for Multiclass Classification of Real-world Data

Siddharth Dinesh, Tirtharaj Dash

arxiv:1612.00671 v1 · 2016-11-30 · cs.NE · 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{QPNNXIXT6O7JGUZ3BX22AB2XG4}

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	2026-05-18T00:55:59.347024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83dadba2f3f3be93533b0df5a00757370e484de38558ea61d928f65ccc29ce85

Aliases

arxiv: 1612.00671 · arxiv_version: 1612.00671v1 · doi: 10.48550/arxiv.1612.00671 · pith_short_12: QPNNXIXT6O7J · pith_short_16: QPNNXIXT6O7JGUZ3 · pith_short_8: QPNNXIXT

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/QPNNXIXT6O7JGUZ3BX22AB2XG4 \
  | 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: 83dadba2f3f3be93533b0df5a00757370e484de38558ea61d928f65ccc29ce85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57c68cf3731ac5079755089a0cb3aa708e64af2eea26149640bafaa35fa05daf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2016-11-30T19:58:44Z",
    "title_canon_sha256": "e2bdf856d3faa9b3bbc7120035cab2eba8cf34d4fb816f4a8d0105884fdd4bb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00671",
    "kind": "arxiv",
    "version": 1
  }
}