Pith Number

pith:CU5DOTOG

pith:2023:CU5DOTOGSKPXFM5M2PGPS4EJGT

not attested not anchored not stored refs pending

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

Dietrich Klakow, Marius Mosbach, Shauli Ravfogel, Tiago Pimentel, Yanai Elazar

arxiv:2305.16938 v2 · 2023-05-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CU5DOTOGSKPXFM5M2PGPS4EJGT}

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

Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study

Receipt and verification

First computed	2026-07-05T06:14:58.901300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

153a374dc6929f72b3acd3ccf9708934e32d017b6423233e98f9fb6f39124111

Aliases

arxiv: 2305.16938 · arxiv_version: 2305.16938v2 · doi: 10.48550/arxiv.2305.16938 · pith_short_12: CU5DOTOGSKPX · pith_short_16: CU5DOTOGSKPXFM5M · pith_short_8: CU5DOTOG

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/CU5DOTOGSKPXFM5M2PGPS4EJGT \
  | 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: 153a374dc6929f72b3acd3ccf9708934e32d017b6423233e98f9fb6f39124111

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ed3d6236de250bfc22ba139a7249b7a8192ec503e16051caf211a6bd89b54f4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-26T13:55:17Z",
    "title_canon_sha256": "5acf9f944c4e16a52b6f841089d126b14789eb5c3646a50cda692c66dae054be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16938",
    "kind": "arxiv",
    "version": 2
  }
}