Pith Number

pith:QLQYTZHR

pith:2024:QLQYTZHRMAR5AGFCJDEKOSF4KK

not attested not anchored not stored refs pending

Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection

Chang-Tien Lu, Jianfeng He, Min Zhang, Taoran Ji

arxiv:2402.11406 v3 · 2024-02-18 · cs.CL

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

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\usepackage{pith}
\pithnumber{QLQYTZHRMAR5AGFCJDEKOSF4KK}

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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

Leveraging the Potential of Prompt Engineering for Hate Speech Detection in Low-Resource Languages

Receipt and verification

First computed	2026-07-05T08:47:11.135285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82e189e4f16023d018a248c8a748bc5296778863feaf5d20b4d8871eb1cbfc77

Aliases

arxiv: 2402.11406 · arxiv_version: 2402.11406v3 · doi: 10.48550/arxiv.2402.11406 · pith_short_12: QLQYTZHRMAR5 · pith_short_16: QLQYTZHRMAR5AGFC · pith_short_8: QLQYTZHR

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/QLQYTZHRMAR5AGFCJDEKOSF4KK \
  | 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: 82e189e4f16023d018a248c8a748bc5296778863feaf5d20b4d8871eb1cbfc77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72998946f45aa069c85b504268bbe023f08efdaf6a5504359e4d2d664867855b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-18T00:04:40Z",
    "title_canon_sha256": "294da4a734dc910c389f21dfd4cec9e2753f06ba61d35ff6c6b8238a31bea233"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11406",
    "kind": "arxiv",
    "version": 3
  }
}