Pith Number

pith:4BK5RD6T

pith:2024:4BK5RD6T2TFI4Y2CDKMQM5HLXZ

not attested not anchored not stored refs pending

Evaluating Language Models as Synthetic Data Generators

Carolin Lawrence, Graham Neubig, Juyoung Suk, Kiril Gashteovski, Sean Welleck, Seongyun Lee, Seungone Kim, Vijay Viswanathan, Xiang Yue, Yizhong Wang

arxiv:2412.03679 v2 · 2024-12-04 · 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{4BK5RD6T2TFI4Y2CDKMQM5HLXZ}

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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

Modular Techniques for Synthetic Long-Context Data Generation in Language Model Training and Evaluation

Receipt and verification

First computed	2026-07-05T12:02:38.486679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e055d88fd3d4ca8e63421a990674ebbe7ac205061f90ecebd8877a5c8f1b3a5b

Aliases

arxiv: 2412.03679 · arxiv_version: 2412.03679v2 · doi: 10.48550/arxiv.2412.03679 · pith_short_12: 4BK5RD6T2TFI · pith_short_16: 4BK5RD6T2TFI4Y2C · pith_short_8: 4BK5RD6T

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/4BK5RD6T2TFI4Y2CDKMQM5HLXZ \
  | 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: e055d88fd3d4ca8e63421a990674ebbe7ac205061f90ecebd8877a5c8f1b3a5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a8cfe9edad02b0fd25083b384ac69766c7111b5521217d586d011cc73df98d2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T19:20:32Z",
    "title_canon_sha256": "1ccc7fc225e81860bde07511236df1bf7918a0b97df90d2dcd1824985a6a6a99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03679",
    "kind": "arxiv",
    "version": 2
  }
}