Pith Number

pith:E2UNEZUM

pith:2023:E2UNEZUM43GRBHOW2YG7F7X5GS

not attested not anchored not stored refs pending

Risk Aware Benchmarking of Large Language Models

Apoorva Nitsure, Brian Belgodere, Igor Melnyk, Jerret Ross, Jiri Navratil, Kristjan Greenewald, Mattia Rigotti, Mikhail Yurochkin, Youssef Mroueh

arxiv:2310.07132 v3 · 2023-10-11 · cs.LG · math.ST · q-fin.RM · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2UNEZUM43GRBHOW2YG7F7X5GS}

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	2026-07-05T08:29:17.919561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26a8d2668ce6cd109dd6d60df2fefd34bde4c7daf72e9c1e980740c69296635a

Aliases

arxiv: 2310.07132 · arxiv_version: 2310.07132v3 · doi: 10.48550/arxiv.2310.07132 · pith_short_12: E2UNEZUM43GR · pith_short_16: E2UNEZUM43GRBHOW · pith_short_8: E2UNEZUM

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/E2UNEZUM43GRBHOW2YG7F7X5GS \
  | 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: 26a8d2668ce6cd109dd6d60df2fefd34bde4c7daf72e9c1e980740c69296635a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "621c78e33f6d8a421f0b37efbfa28362e2ef12d8d2004916b35638f4df22d0b8",
    "cross_cats_sorted": [
      "math.ST",
      "q-fin.RM",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-11T02:08:37Z",
    "title_canon_sha256": "5e73ed42608d76305cf86f6f120f73bb83228a1beb03fc2b1c25e3365f108e94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07132",
    "kind": "arxiv",
    "version": 3
  }
}