Pith Number

pith:BW6SUXM5

pith:2024:BW6SUXM5TZRSYTJM3TXY7LDCQF

not attested not anchored not stored refs pending

Efficacy of Synthetic Data as a Benchmark

Dmitry Ivanov, Gaurav Maheshwari, Kevin El Haddad

arxiv:2409.11968 v1 · 2024-09-18 · 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{BW6SUXM5TZRSYTJM3TXY7LDCQF}

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

6 papers in Pith

Modular Monolingual Adaptation using Pretrained Language Models

SynAE: A Framework for Measuring the Quality of Synthetic Data for Tool-Calling Agent Evaluations

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation

On Privacy Leakage in Tabular Diffusion Models: Influential Factors, Attacker Knowledge, and Metrics

Receipt and verification

First computed	2026-07-05T09:08:40.334942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dbd2a5d9d9e632c4d2cdcef8fac62816671c81d569ba93ce789571281361d4f

Aliases

arxiv: 2409.11968 · arxiv_version: 2409.11968v1 · doi: 10.48550/arxiv.2409.11968 · pith_short_12: BW6SUXM5TZRS · pith_short_16: BW6SUXM5TZRSYTJM · pith_short_8: BW6SUXM5

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/BW6SUXM5TZRSYTJM3TXY7LDCQF \
  | 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: 0dbd2a5d9d9e632c4d2cdcef8fac62816671c81d569ba93ce789571281361d4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "858926fdfa886b4caa9f0652fdeef50da4bdfaff1cc433d0195ee0ffada51b1f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-18T13:20:23Z",
    "title_canon_sha256": "28ddb36a206ecc8485f650c4b6e0fa05d50cf51010bb7d208bbfcea92da4c657"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11968",
    "kind": "arxiv",
    "version": 1
  }
}