Pith Number

pith:5MD2PJJQ

pith:2025:5MD2PJJQLLMCQWXEO5GTLVSYBR

not attested not anchored not stored refs pending

An Uncertainty-Aware ED-LSTM for Probabilistic Suffix Prediction

Henryk Mustroph, Michel Kunkler, Stefanie Rinderle-Ma

arxiv:2505.21339 v2 · 2025-05-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MD2PJJQLLMCQWXEO5GTLVSYBR}

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	2026-07-05T11:16:59.038532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb07a7a5305ad8285ae4774d35d6580c738c225d80c518116544b28f794a31b6

Aliases

arxiv: 2505.21339 · arxiv_version: 2505.21339v2 · doi: 10.48550/arxiv.2505.21339 · pith_short_12: 5MD2PJJQLLMC · pith_short_16: 5MD2PJJQLLMCQWXE · pith_short_8: 5MD2PJJQ

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/5MD2PJJQLLMCQWXEO5GTLVSYBR \
  | 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: eb07a7a5305ad8285ae4774d35d6580c738c225d80c518116544b28f794a31b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45c22301eb08b977f3986b17b9ddd29c325ab374f044b8ad1e51c38ebcb38f72",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T15:33:05Z",
    "title_canon_sha256": "8b3ef36cb6fa9067e75f12246f29f21ce6b0cb910a7cb4b1d2cf4b2d5b63e234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21339",
    "kind": "arxiv",
    "version": 2
  }
}