Triple

T22447261
Position Surface form Disambiguated ID Type / Status
Subject Parrot virtual machine E554891 entity
Predicate hasComponent P35 FINISHED
Object Parrot Compiler Toolkit (PCT) — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Parrot Compiler Toolkit (PCT) | Statement: [Parrot virtual machine, hasComponent, Parrot Compiler Toolkit (PCT)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parrot Compiler Toolkit (PCT)
Context triple: [Parrot virtual machine, hasComponent, Parrot Compiler Toolkit (PCT)]
  • A. Parrot virtual machine
    Parrot virtual machine is a now-discontinued register-based virtual machine designed to efficiently run dynamic programming languages, originally developed for the Perl 6 (Raku) project.
  • B. Pear language
    Pear language is an Austroasiatic language of the Pearic branch spoken by the Pear people of Cambodia and considered highly endangered.
  • C. Compilers: Principles, Techniques, and Tools
    Compilers: Principles, Techniques, and Tools is a foundational computer science textbook that systematically covers the theory and practice of compiler design and implementation.
  • D. Pcp (composition engine)
    Pcp is Pixar’s scene composition engine within the Universal Scene Description (USD) framework, responsible for combining and resolving layered scene data into a final, coherent representation.
  • E. SUIF compiler infrastructure
    SUIF compiler infrastructure is a widely used, extensible research framework for building and experimenting with advanced optimizing compilers and program analysis tools.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parrot Compiler Toolkit (PCT)
Target entity description: Parrot Compiler Toolkit (PCT) is a framework for building high-level language compilers that target the Parrot virtual machine, providing tools and libraries for parsing, syntax trees, and code generation.
  • A. Parrot virtual machine
    Parrot virtual machine is a now-discontinued register-based virtual machine designed to efficiently run dynamic programming languages, originally developed for the Perl 6 (Raku) project.
  • B. Pear language
    Pear language is an Austroasiatic language of the Pearic branch spoken by the Pear people of Cambodia and considered highly endangered.
  • C. Compilers: Principles, Techniques, and Tools
    Compilers: Principles, Techniques, and Tools is a foundational computer science textbook that systematically covers the theory and practice of compiler design and implementation.
  • D. Pcp (composition engine)
    Pcp is Pixar’s scene composition engine within the Universal Scene Description (USD) framework, responsible for combining and resolving layered scene data into a final, coherent representation.
  • E. SUIF compiler infrastructure
    SUIF compiler infrastructure is a widely used, extensible research framework for building and experimenting with advanced optimizing compilers and program analysis tools.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b48be0481909f4601b732424e5b completed April 29, 2026, 1:13 a.m.
Created at: April 16, 2026, 8:47 p.m.