Pith Number

pith:H27DFNNN

pith:2021:H27DFNNNZNAPLGCM56G4F5VPFR

not attested not anchored not stored refs pending

Evaluating Bayes Error Estimators on Real-World Datasets with FeeBee

Cedric Renggli, Ce Zhang, Luka Rimanic, Nora Hollenstein

arxiv:2108.13034 v2 · 2021-08-30 · 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{H27DFNNNZNAPLGCM56G4F5VPFR}

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

Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations

Receipt and verification

First computed	2026-07-05T03:29:18.506836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ebe32b5adcb40f5984cef8dc2f6af2c5b4b75f837ff3224cd968c3512fd9606

Aliases

arxiv: 2108.13034 · arxiv_version: 2108.13034v2 · doi: 10.48550/arxiv.2108.13034 · pith_short_12: H27DFNNNZNAP · pith_short_16: H27DFNNNZNAPLGCM · pith_short_8: H27DFNNN

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/H27DFNNNZNAPLGCM56G4F5VPFR \
  | 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: 3ebe32b5adcb40f5984cef8dc2f6af2c5b4b75f837ff3224cd968c3512fd9606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf3f7a923fdfb86242c34759619c4a1d967a581b89f186e64d5e5016380ce525",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-30T07:43:36Z",
    "title_canon_sha256": "890a113fd9d17215d558151df600b4a8c354ea4503d638706af8134b0a740500"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.13034",
    "kind": "arxiv",
    "version": 2
  }
}