Pith Number

pith:XEAJIFVK

pith:2026:XEAJIFVKDCCB2NTFNXN6CHWJGT

not attested not anchored not stored refs pending

Distributed Quality-Diversity Search for Toxicity in Large Language Models

Onkar Shelar, Travis Desell

arxiv:2606.24166 v1 · 2026-06-23 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XEAJIFVKDCCB2NTFNXN6CHWJGT}

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	2026-06-24T01:14:43.578743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9009416aa18841d36656ddbe11ec934d77f075af507f57e4d964436e410f14d

Aliases

arxiv: 2606.24166 · arxiv_version: 2606.24166v1 · doi: 10.48550/arxiv.2606.24166 · pith_short_12: XEAJIFVKDCCB · pith_short_16: XEAJIFVKDCCB2NTF · pith_short_8: XEAJIFVK

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/XEAJIFVKDCCB2NTFNXN6CHWJGT \
  | 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: b9009416aa18841d36656ddbe11ec934d77f075af507f57e4d964436e410f14d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5ebaa42b61228ee66c5a15736b2427544525312799ac68c73c900d95bb25aaa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2026-06-23T05:40:05Z",
    "title_canon_sha256": "3aef43257a4ed829e6a7cc095156e99ce4eb7da7d1c9323ad129eec96a763e1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24166",
    "kind": "arxiv",
    "version": 1
  }
}