Pith Number

pith:HGZURVAO

pith:2026:HGZURVAOREN5IGAVVNOCZHGF3M

not attested not anchored not stored refs pending

Ensemble Diversity Optimization for Subjective Supervision

N. R. Abeynayake, Xia Cui, Ziyi Huang

arxiv:2607.08493 v1 · 2026-07-09 · cs.LG · 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{HGZURVAOREN5IGAVVNOCZHGF3M}

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	2026-07-10T01:19:52.075340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39b348d40e891bd41815ab5c2c9cc5db1162b8d29a3cd81c7c69d2ffc316d33a

Aliases

arxiv: 2607.08493 · arxiv_version: 2607.08493v1 · doi: 10.48550/arxiv.2607.08493 · pith_short_12: HGZURVAOREN5 · pith_short_16: HGZURVAOREN5IGAV · pith_short_8: HGZURVAO

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/HGZURVAOREN5IGAVVNOCZHGF3M \
  | 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: 39b348d40e891bd41815ab5c2c9cc5db1162b8d29a3cd81c7c69d2ffc316d33a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd9f65e1e61110236b59fa1155d3295df87eec165eec9192c13629f0eff9e3ec",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T13:53:02Z",
    "title_canon_sha256": "4424a4365c45d7a3ea7303bc8cfa367ce9a5a514f89f7180a96e9df5060d018f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08493",
    "kind": "arxiv",
    "version": 1
  }
}