Pith Number

pith:ETNIKHN5

pith:2023:ETNIKHN5RQSMF5R2PISNAAU54N

not attested not anchored not stored refs pending

Accounting for multiplicity in machine learning benchmark performance

Einar Holsb{\o}, Kajsa M{\o}llersen

arxiv:2303.07272 v6 · 2023-03-10 · stat.ME · 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{ETNIKHN5RQSMF5R2PISNAAU54N}

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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.

Cited by

1 paper in Pith

Systemizing Multiplicity: The Curious Case of Arbitrariness in Machine Learning

Receipt and verification

First computed	2026-07-05T11:36:53.846308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24da851dbd8c24c2f63a7a24d0029de35206ca60f5ad47b4a3639112726311df

Aliases

arxiv: 2303.07272 · arxiv_version: 2303.07272v6 · doi: 10.48550/arxiv.2303.07272 · pith_short_12: ETNIKHN5RQSM · pith_short_16: ETNIKHN5RQSMF5R2 · pith_short_8: ETNIKHN5

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/ETNIKHN5RQSMF5R2PISNAAU54N \
  | 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: 24da851dbd8c24c2f63a7a24d0029de35206ca60f5ad47b4a3639112726311df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a9098c668a5c746936697234fa14d66af5c6f63092d49bca62b381f4768aaf5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-03-10T10:32:18Z",
    "title_canon_sha256": "3fe52c6c155a974cbf0ae7f3ab48807a75c94f3c2d38f7fc3846d4dbad24f5b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07272",
    "kind": "arxiv",
    "version": 6
  }
}