Pith Number

pith:J6OBQ74Q

pith:2022:J6OBQ74QNU35ODDOYDFCEJ6R47

not attested not anchored not stored refs pending

Evaluation Gaps in Machine Learning Practice

Ben Hutchinson, Christina Greer, Katherine Heller, Negar Rostamzadeh, Vinodkumar Prabhakaran

arxiv:2205.05256 v1 · 2022-05-11 · 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{J6OBQ74QNU35ODDOYDFCEJ6R47}

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

1 paper in Pith

Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact

Receipt and verification

First computed	2026-07-05T04:22:23.965930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f9c187f906d37d70c6ec0ca2227d1e7d33900e9497581f3328d144a6891c870

Aliases

arxiv: 2205.05256 · arxiv_version: 2205.05256v1 · doi: 10.48550/arxiv.2205.05256 · pith_short_12: J6OBQ74QNU35 · pith_short_16: J6OBQ74QNU35ODDO · pith_short_8: J6OBQ74Q

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/J6OBQ74QNU35ODDOYDFCEJ6R47 \
  | 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: 4f9c187f906d37d70c6ec0ca2227d1e7d33900e9497581f3328d144a6891c870

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7a2dd4b305fef47c5ae9cfe44a790ac65f10eaee467ab5ce803b78350124689",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-11T04:00:44Z",
    "title_canon_sha256": "accbfaa64ed4541d24fbcc0e3dd9849a70987f9714ff2222f3e7106607eba884"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.05256",
    "kind": "arxiv",
    "version": 1
  }
}