Pith Number

pith:QE3DRJJR

pith:2025:QE3DRJJREZNX5ACCWHFAP7YDV3

not attested not anchored not stored refs pending

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

Alan Zhu, Boris Hanin, Ion Stoica, Jared Quincy Davis, Joseph E. Gonzalez, Lingjiao Chen, Matei Zaharia, Parth Asawa

arxiv:2502.01697 v3 · 2025-02-03 · cs.CL · cs.AI · 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{QE3DRJJREZNX5ACCWHFAP7YDV3}

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

Fine-tuning for Better Few Shot Prompting: An Empirical Comparison for Short Answer Grading

Receipt and verification

First computed	2026-07-05T11:06:54.884837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

813638a531265b7e8042b1ca07ff03aecaf57a101dcc5f565973c9ad65a578b0

Aliases

arxiv: 2502.01697 · arxiv_version: 2502.01697v3 · doi: 10.48550/arxiv.2502.01697 · pith_short_12: QE3DRJJREZNX · pith_short_16: QE3DRJJREZNX5ACC · pith_short_8: QE3DRJJR

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/QE3DRJJREZNX5ACCWHFAP7YDV3 \
  | 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: 813638a531265b7e8042b1ca07ff03aecaf57a101dcc5f565973c9ad65a578b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ee07351f53d249024e08e16d579f9c31c06fbafbca6ddceb8496146dbbab7f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-03T00:12:40Z",
    "title_canon_sha256": "6b865bbfbac7c7599787df64b9a3c70b73413b918e5b912d86af56c3d36e9fa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01697",
    "kind": "arxiv",
    "version": 3
  }
}