Pith Number

pith:OR6VRC6W

pith:2023:OR6VRC6W2CHS6YUOF6TARF57GI

not attested not anchored not stored refs pending

Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data

Boris van Breugel, Fergus Imrie, Mihaela van der Schaar, Nabeel Seedat

arxiv:2310.16524 v1 · 2023-10-25 · 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{OR6VRC6W2CHS6YUOF6TARF57GI}

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.

Cited by

2 papers in Pith

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation

Receipt and verification

First computed	2026-07-05T07:04:58.819529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

747d588bd6d08f2f628e2fa60897bf321a8f11144cd13ddd32e9676600e28124

Aliases

arxiv: 2310.16524 · arxiv_version: 2310.16524v1 · doi: 10.48550/arxiv.2310.16524 · pith_short_12: OR6VRC6W2CHS · pith_short_16: OR6VRC6W2CHS6YUO · pith_short_8: OR6VRC6W

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/OR6VRC6W2CHS6YUOF6TARF57GI \
  | 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: 747d588bd6d08f2f628e2fa60897bf321a8f11144cd13ddd32e9676600e28124

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00dd812e4db50813243480c92c411b1b6af601fea6d7a4c239d39e257d9fa71d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-25T10:18:44Z",
    "title_canon_sha256": "159413152dca6c9b1bf0c5eb6d0327fc21f4b00ddb70d48e54c182dbe193d825"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16524",
    "kind": "arxiv",
    "version": 1
  }
}