Datasets:
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message: "If you use IFParse v2.0, cite this dataset."
title: "IFParse v2.0: Hostile Telemetry Normalization with Exact JSON Contracts"
abstract: >-
A 1,800-task benchmark for exact normalization of nine native telemetry
grammars into closed JSON contracts. Every task declares the specific
transformations it exercises, and difficulty tiers are derived from those
declarations. Scoring is binary perfect match with diagnostic field accuracy
and per-trap attribution.
authors:
- family-names: Muse
given-names: Research
affiliation: "Company Researcher"
date-released: 2026-10-31
version: 2.0.0
type: dataset
license: CC0-1.0
keywords:
- telemetry
- observability
- structured output
- benchmark
- JSON
- log parsing
- normalization
- LLM evaluation
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