Triple

T19559148
Position Surface form Disambiguated ID Type / Status
Subject John C. Reynolds E489395 entity
Predicate notableWork P4 FINISHED
Object “Types, Abstraction and Parametric Polymorphism” — 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: “Types, Abstraction and Parametric Polymorphism” | Statement: [John C. Reynolds, notableWork, “Types, Abstraction and Parametric Polymorphism”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Types, Abstraction and Parametric Polymorphism”
Context triple: [John C. Reynolds, notableWork, “Types, Abstraction and Parametric Polymorphism”]
  • A. "Types and Programming Languages"
    "Types and Programming Languages" is a widely acclaimed textbook that provides a rigorous, foundational introduction to type systems and programming language theory for computer science students and researchers.
  • B. Hindley–Milner type system
    The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
  • C. "Advanced Topics in Types and Programming Languages"
    "Advanced Topics in Types and Programming Languages" is a graduate-level computer science book that explores advanced concepts in type systems and their applications to programming language design and semantics.
  • D. The Definition of Standard ML
    The Definition of Standard ML is the formal language specification that rigorously defines the syntax and semantics of the Standard ML functional programming language.
  • E. “Linear Types Can Change the World!”
    “Linear Types Can Change the World!” is a seminal research paper in programming languages that advocates for the use of linear type systems to improve resource management, safety, and efficiency in software.
  • 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: “Types, Abstraction and Parametric Polymorphism”
Target entity description: “Types, Abstraction and Parametric Polymorphism” is a seminal paper in programming language theory that introduced and formalized the concept of parametric polymorphism and its role in type systems and data abstraction.
  • A. "Types and Programming Languages"
    "Types and Programming Languages" is a widely acclaimed textbook that provides a rigorous, foundational introduction to type systems and programming language theory for computer science students and researchers.
  • B. Hindley–Milner type system
    The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
  • C. "Advanced Topics in Types and Programming Languages"
    "Advanced Topics in Types and Programming Languages" is a graduate-level computer science book that explores advanced concepts in type systems and their applications to programming language design and semantics.
  • D. The Definition of Standard ML
    The Definition of Standard ML is the formal language specification that rigorously defines the syntax and semantics of the Standard ML functional programming language.
  • E. “Linear Types Can Change the World!”
    “Linear Types Can Change the World!” is a seminal research paper in programming languages that advocates for the use of linear type systems to improve resource management, safety, and efficiency in software.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f723d5081909553a4363b579a6b completed April 20, 2026, 3 p.m.
Created at: April 10, 2026, 1:42 p.m.