Pith. sign in
Pith Number

pith:DLP5ZEJJ

pith:2025:DLP5ZEJJPCUJ44CSSZHUDSJEG4
not attested not anchored not stored refs pending

Classification is a RAG problem: A case study on hate speech detection

Aravind Mohan, Bertie Vidgen, Josh Pennington, Richard Willats

arxiv:2508.06204 v1 · 2025-08-08 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DLP5ZEJJPCUJ44CSSZHUDSJEG4}

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 2026-07-05T11:50:51.903824Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1adfdc912978a89e7052964f41c92437033507c3310a5930104d77e0152edc63

Aliases

arxiv: 2508.06204 · arxiv_version: 2508.06204v1 · doi: 10.48550/arxiv.2508.06204 · pith_short_12: DLP5ZEJJPCUJ · pith_short_16: DLP5ZEJJPCUJ44CS · pith_short_8: DLP5ZEJJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DLP5ZEJJPCUJ44CSSZHUDSJEG4 \
  | 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: 1adfdc912978a89e7052964f41c92437033507c3310a5930104d77e0152edc63
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "30e2e417766227a8e60839cd18f070179afa42399b4efeea3d828e57a5e0e573",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-08T10:35:41Z",
    "title_canon_sha256": "32986a3ae8ff9a207c8227ea01b22f72bf5b7aaa58f94d584aa254556a69d573"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06204",
    "kind": "arxiv",
    "version": 1
  }
}