Pith Number

pith:YCXDXOOP

pith:2026:YCXDXOOPB3TUG5SA2ZWYUVZ2YC

not attested not anchored not stored refs pending

Simulating Hate Speech Cascades with Multi-LLM Agents: Empirical Grounding, Modeling Fidelity, and Intervention Strategies

Fan Huang

arxiv:2606.18264 v1 · 2026-05-21 · cs.SI · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCXDXOOPB3TUG5SA2ZWYUVZ2YC}

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	2026-06-19T16:10:56.464818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0ae3bb9cf0ee7437640d66d8a573ac0ad679e759028bf5a154fdea01f050ad1

Aliases

arxiv: 2606.18264 · arxiv_version: 2606.18264v1 · doi: 10.48550/arxiv.2606.18264 · pith_short_12: YCXDXOOPB3TU · pith_short_16: YCXDXOOPB3TUG5SA · pith_short_8: YCXDXOOP

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/YCXDXOOPB3TUG5SA2ZWYUVZ2YC \
  | 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: c0ae3bb9cf0ee7437640d66d8a573ac0ad679e759028bf5a154fdea01f050ad1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8678d5fdeccf63b98967623698024de53fb163d6440817aa14e4ca05e067d5aa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2026-05-21T21:58:26Z",
    "title_canon_sha256": "8f414b99ba5d1bf238d8f1697ef4fc51ef898114da0bfa832ac819c3d942c61c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18264",
    "kind": "arxiv",
    "version": 1
  }
}