cff-version: 1.2.0
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