Pith Number

pith:NCRT4WY7

pith:2023:NCRT4WY7OEB42PGRT4SCIPDXC6

not attested not anchored not stored refs pending

Boosted Prompt Ensembles for Large Language Models

Andrew Wang, Jimmy Ba, Michael R. Zhang, Silviu Pitis

arxiv:2304.05970 v1 · 2023-04-12 · cs.CL · 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{NCRT4WY7OEB42PGRT4SCIPDXC6}

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

3 papers in Pith

Residual Skill Optimization for Text-to-SQL Ensembles

PENEX: AdaBoost-Inspired Neural Network Regularization

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Receipt and verification

First computed	2026-07-05T06:00:26.588404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68a33e5b1f7103cd3cd19f24243c7717ac4915f4b55e5d969e784949dfd75efe

Aliases

arxiv: 2304.05970 · arxiv_version: 2304.05970v1 · doi: 10.48550/arxiv.2304.05970 · pith_short_12: NCRT4WY7OEB4 · pith_short_16: NCRT4WY7OEB42PGR · pith_short_8: NCRT4WY7

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/NCRT4WY7OEB42PGRT4SCIPDXC6 \
  | 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: 68a33e5b1f7103cd3cd19f24243c7717ac4915f4b55e5d969e784949dfd75efe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c507c79c1e2e4cb672cea0e49df61787c0fcf14c3dff6b0d4a4f9bb2687b56df",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-12T16:47:15Z",
    "title_canon_sha256": "e237eddf5718af28b1a4cc576481600d01fe1efddad49fb03c052492d467a859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.05970",
    "kind": "arxiv",
    "version": 1
  }
}