Pith Number

pith:6QVYNFS7

pith:2024:6QVYNFS7IM6CILVHBVPRD3U4EY

not attested not anchored not stored refs pending

SimpleStrat: Diversifying Language Model Generation with Stratification

Joseph E. Gonzalez, Justin Wong, Michael Luo, Sanjit A. Seshia, Yury Orlovskiy

arxiv:2410.09038 v2 · 2024-10-11 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6QVYNFS7IM6CILVHBVPRD3U4EY}

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

BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation

Receipt and verification

First computed	2026-07-05T09:20:05.139641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f42b86965f433c242ea70d5f11ee9c2636449db26f701ce612db42bc06d6061a

Aliases

arxiv: 2410.09038 · arxiv_version: 2410.09038v2 · doi: 10.48550/arxiv.2410.09038 · pith_short_12: 6QVYNFS7IM6C · pith_short_16: 6QVYNFS7IM6CILVH · pith_short_8: 6QVYNFS7

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/6QVYNFS7IM6CILVHBVPRD3U4EY \
  | 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: f42b86965f433c242ea70d5f11ee9c2636449db26f701ce612db42bc06d6061a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03286251f7f68600f62abfe049c3e1bc44a646066a8ca2cd2cfe36f607892775",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-11T17:54:14Z",
    "title_canon_sha256": "f4184232578320b3d672a8008c74db9ba323743b6140f4a94b574031c03b4b71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09038",
    "kind": "arxiv",
    "version": 2
  }
}