Pith Number

pith:VD2JDSUV

pith:2026:VD2JDSUVPWRJT3NRBZZYCCKPXH

not attested not anchored not stored refs pending

Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles

Donghwan Kim

arxiv:2607.20768 v1 · 2026-07-22 · cs.CL · cs.AI · 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{VD2JDSUVPWRJT3NRBZZYCCKPXH}

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	2026-07-24T00:23:33.423687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8f491ca957da299edb10e7381094fb9cc91d834d4d7cb79bfac1c2a8db455f5

Aliases

arxiv: 2607.20768 · arxiv_version: 2607.20768v1 · doi: 10.48550/arxiv.2607.20768 · pith_short_12: VD2JDSUVPWRJ · pith_short_16: VD2JDSUVPWRJT3NR · pith_short_8: VD2JDSUV

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/VD2JDSUVPWRJT3NRBZZYCCKPXH \
  | 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: a8f491ca957da299edb10e7381094fb9cc91d834d4d7cb79bfac1c2a8db455f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c8aebf976a1bc41da28d74b37068ca89f0ec5fc7f2b8d593a59a33f11598602",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-22T22:34:57Z",
    "title_canon_sha256": "8030e7d1f8d77fc43c7df55c7cbeb678cdbce0a5fa6ebda1d0e49ca9c73c6bba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20768",
    "kind": "arxiv",
    "version": 1
  }
}