Pith Number

pith:GZDJXQID

pith:2024:GZDJXQIDYOSYJCF53I5GTOOQ7G

not attested not anchored not stored refs pending

On Calibration of LLM-based Guard Models for Reliable Content Moderation

Hao Wang, Hengguan Huang, Hongfu Liu, Xiangming Gu, Ye Wang

arxiv:2410.10414 v2 · 2024-10-14 · cs.CR · 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{GZDJXQIDYOSYJCF53I5GTOOQ7G}

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.

Cited by

1 paper in Pith

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift

Receipt and verification

First computed	2026-07-05T10:18:43.266275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36469bc103c3a58488bdda3a69b9d0f9ad911a36f85154b2fc9bac320abf2f67

Aliases

arxiv: 2410.10414 · arxiv_version: 2410.10414v2 · doi: 10.48550/arxiv.2410.10414 · pith_short_12: GZDJXQIDYOSY · pith_short_16: GZDJXQIDYOSYJCF5 · pith_short_8: GZDJXQID

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/GZDJXQIDYOSYJCF53I5GTOOQ7G \
  | 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: 36469bc103c3a58488bdda3a69b9d0f9ad911a36f85154b2fc9bac320abf2f67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03889e721b401c40fd5e53fa252a64bccd46c74317c197f9d4fe8e91a8bd4e4d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-14T12:04:06Z",
    "title_canon_sha256": "8728b7ec8d40dfa83c619dfcff2ab149a3583f26f3a4401ff40bebbdc3aa8051"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10414",
    "kind": "arxiv",
    "version": 2
  }
}