Pith Number

pith:ECBL5EZB

pith:2023:ECBL5EZBM5R33O7LUWRJPFKEP4

not attested not anchored not stored refs pending

Probing LLMs for hate speech detection: strengths and vulnerabilities

Animesh Mukherjee, Ashish Harshavardhan, Punyajoy Saha, Sarthak Roy

arxiv:2310.12860 v2 · 2023-10-19 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECBL5EZBM5R33O7LUWRJPFKEP4}

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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

Rethinking Hate Speech Detection on Social Media: Can LLMs Replace Traditional Models?

Receipt and verification

First computed	2026-07-05T07:06:06.083290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2082be93216763bdbbeba5a29795447f090c92e3b915e2a8b46c85212e11e7a8

Aliases

arxiv: 2310.12860 · arxiv_version: 2310.12860v2 · doi: 10.48550/arxiv.2310.12860 · pith_short_12: ECBL5EZBM5R3 · pith_short_16: ECBL5EZBM5R33O7L · pith_short_8: ECBL5EZB

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/ECBL5EZBM5R33O7LUWRJPFKEP4 \
  | 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: 2082be93216763bdbbeba5a29795447f090c92e3b915e2a8b46c85212e11e7a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5f454cea089d8fb7836d87c0838eaa804ddac1dcbd7c0429cf58bd36f4402eb",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T16:11:02Z",
    "title_canon_sha256": "bfa4830f5b77d4261ffc2e770bd8033034a90a3a6a8fc8f079dc52725b54ba06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12860",
    "kind": "arxiv",
    "version": 2
  }
}