Pith Number

pith:VIEPRV2N

pith:2026:VIEPRV2NJKG6ZJHRVLXNTGU3FI

not attested not anchored not stored refs pending

An Objective Performance Evaluation of the LSTM Networks in Time Series Classification

Balakumar Balasingam, Sooraj Sunil

arxiv:2605.19311 v1 · 2026-05-19 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VIEPRV2NJKG6ZJHRVLXNTGU3FI}

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	2026-05-20T01:05:38.737952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa08f8d74d4a8deca4f1aaeed99a9b2a3699e30db3829eef5ee971ab6e9c8b09

Aliases

arxiv: 2605.19311 · arxiv_version: 2605.19311v1 · doi: 10.48550/arxiv.2605.19311 · pith_short_12: VIEPRV2NJKG6 · pith_short_16: VIEPRV2NJKG6ZJHR · pith_short_8: VIEPRV2N

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/VIEPRV2NJKG6ZJHRVLXNTGU3FI \
  | 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: aa08f8d74d4a8deca4f1aaeed99a9b2a3699e30db3829eef5ee971ab6e9c8b09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28846527819ad7bcc91c0a9fe929f5ce839baac924586fff0924581891e9aa65",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T03:47:01Z",
    "title_canon_sha256": "ce2343523e5f2816159036d84d9d90565811b0c9f98160649eff5122788eed23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19311",
    "kind": "arxiv",
    "version": 1
  }
}