Pith Number

pith:RAZEG52K

pith:2024:RAZEG52KBGW725X3PPIZTXQZMM

not attested not anchored not stored refs pending

Cookbook: A framework for improving LLM generative abilities via programmatic data generating templates

Avanika Narayan, Christopher R\'e, Kush Bhatia, Mayee F. Chen

arxiv:2410.05224 v1 · 2024-10-07 · 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{RAZEG52KBGW725X3PPIZTXQZMM}

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.

Receipt and verification

First computed	2026-07-05T09:17:04.059026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

883243774a09adfd76fb7bd199de1963166562c0349a6a50bd922d6ebf436840

Aliases

arxiv: 2410.05224 · arxiv_version: 2410.05224v1 · doi: 10.48550/arxiv.2410.05224 · pith_short_12: RAZEG52KBGW7 · pith_short_16: RAZEG52KBGW725X3 · pith_short_8: RAZEG52K

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/RAZEG52KBGW725X3PPIZTXQZMM \
  | 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: 883243774a09adfd76fb7bd199de1963166562c0349a6a50bd922d6ebf436840

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d5831a65ba96ace486f661a90294bbd9a243923bd5abe4a46a9f201aff63cd6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-07T17:29:40Z",
    "title_canon_sha256": "4f2c3f70f9250422817be60d051c81f49254b266ca84dfafe8ed6722d32c638e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05224",
    "kind": "arxiv",
    "version": 1
  }
}