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Pith Number

pith:RVNFCVZD

pith:2025:RVNFCVZDXP2UMKVSPMRPOUVI4Z
not attested not anchored not stored refs pending

GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection

Alberto Purpura, Emily Chen, Himanshu kumar, Melissa Kazemi Rad, Mohammad Shahed Sorower

arxiv:2508.17057 v1 · 2025-08-23 · cs.CL · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RVNFCVZDXP2UMKVSPMRPOUVI4Z}

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 2026-07-05T11:58:08.844239Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8d5a515723bbf5462ab27b22f752a8e6616215c73ec640eb496ab4f86cccfd38

Aliases

arxiv: 2508.17057 · arxiv_version: 2508.17057v1 · doi: 10.48550/arxiv.2508.17057 · pith_short_12: RVNFCVZDXP2U · pith_short_16: RVNFCVZDXP2UMKVS · pith_short_8: RVNFCVZD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RVNFCVZDXP2UMKVSPMRPOUVI4Z \
  | 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: 8d5a515723bbf5462ab27b22f752a8e6616215c73ec640eb496ab4f86cccfd38
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c48e85b4644899ee4629a982692a6b247d9c013d17d511312c992f8b0d01047c",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-23T15:09:58Z",
    "title_canon_sha256": "8db646b3e38dcbb5839c48f6783aeef253e53e5e5479d015bb94378867eb7ed3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17057",
    "kind": "arxiv",
    "version": 1
  }
}