Pith Number

pith:UXK4IWGV

pith:2025:UXK4IWGVNT32ROOP3DS4TNCBPV

not attested not anchored not stored refs pending

Analyzing German Parliamentary Speeches: A Machine Learning Approach for Topic and Sentiment Classification

Jannik Sp\"ath, Julian Rosenberger, Lasse Bohlen, Lukas P\"atz, Mathias Kraus, Moritz Beyer, Patrick Zschech

arxiv:2508.03181 v1 · 2025-08-05 · cs.CL · 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{UXK4IWGVNT32ROOP3DS4TNCBPV}

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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.

Cited by

1 paper in Pith

Umm... With Transformers? Insights from Filled Pause Use across Four Slavic Parliaments

Receipt and verification

First computed	2026-07-05T11:48:38.447116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5d5c458d56cf7a8b9cfd8e5c9b4417d48ca76cce7912be86c840fc06a6ee305

Aliases

arxiv: 2508.03181 · arxiv_version: 2508.03181v1 · doi: 10.48550/arxiv.2508.03181 · pith_short_12: UXK4IWGVNT32 · pith_short_16: UXK4IWGVNT32ROOP · pith_short_8: UXK4IWGV

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/UXK4IWGVNT32ROOP3DS4TNCBPV \
  | 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: a5d5c458d56cf7a8b9cfd8e5c9b4417d48ca76cce7912be86c840fc06a6ee305

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14d1646efb16d319acf293510aa022c279a93c4b8908a6ea445b8f26cf246ab6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-05T07:44:42Z",
    "title_canon_sha256": "1c5deb923b8607b47ef52292585abf97de84ea1e017255877947bfd277b45995"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03181",
    "kind": "arxiv",
    "version": 1
  }
}