Pith Number

pith:2SH5APBS

pith:2024:2SH5APBSWVFDVVY5PMY54M3IV6

not attested not anchored not stored refs pending

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle

David Katz, Gonzalo Barbeito, Jens Kohl, Jonas Schroeder, Luisa Gloger, Manuel P. Luitz, Markus Schweier, Otto Kruse, Raphael Perri, Rui Costa, Ryan French, Thomas Riedl, Youssef Mostafa

arxiv:2412.14215 v1 · 2024-12-18 · cs.SE · 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{2SH5APBSWVFDVVY5PMY54M3IV6}

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	2026-07-05T09:51:42.076445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d48fd03c32b54a3ad71d7b31de3368af9e99462b1131b51874fe4c99a9a468b1

Aliases

arxiv: 2412.14215 · arxiv_version: 2412.14215v1 · doi: 10.48550/arxiv.2412.14215 · pith_short_12: 2SH5APBSWVFD · pith_short_16: 2SH5APBSWVFDVVY5 · pith_short_8: 2SH5APBS

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/2SH5APBSWVFDVVY5PMY54M3IV6 \
  | 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: d48fd03c32b54a3ad71d7b31de3368af9e99462b1131b51874fe4c99a9a468b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76357e34ac09823a451255542a1e39d2ea05d81a57cb8c847db867067f19bfc0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-18T10:40:00Z",
    "title_canon_sha256": "daea991251836d7ccc9f6303bcae678841e0d54c4a209e52414662e6e31068c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14215",
    "kind": "arxiv",
    "version": 1
  }
}