Triple

T1478598
Position Surface form Disambiguated ID Type / Status
Subject Niklaus Wirth E30898 entity
Predicate authorOf P4244 FINISHED
Object Compiler Construction
Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
 E168964 NE FINISHED

How this triple was built (4 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: Compiler Construction | Statement: [Niklaus Wirth, authorOf, Compiler Construction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Compiler Construction
Context triple: [Niklaus Wirth, authorOf, Compiler Construction]
  • A. 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.
  • B. CMP languages
    CMP languages are a subgroup of the Austronesian language family spoken primarily in eastern Indonesia and surrounding regions.
  • C. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • D. PLDI
    PLDI (Programming Language Design and Implementation) is a premier annual research conference focused on the design, implementation, and analysis of programming languages and compilers.
  • E. Burroughs B5000 ALGOL compiler
    The Burroughs B5000 ALGOL compiler was an influential early compiler tightly integrated with the B5000’s stack-based architecture, pioneering efficient support for high-level language features such as recursion and block structure.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Compiler Construction
Triple: [Niklaus Wirth, authorOf, Compiler Construction]
Generated description
Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Compiler Construction
Target entity description: Compiler Construction is a foundational textbook by Niklaus Wirth that systematically explains the principles and techniques for designing and implementing compilers.
  • A. 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.
  • B. CMP languages
    CMP languages are a subgroup of the Austronesian language family spoken primarily in eastern Indonesia and surrounding regions.
  • C. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • D. PLDI
    PLDI (Programming Language Design and Implementation) is a premier annual research conference focused on the design, implementation, and analysis of programming languages and compilers.
  • E. Burroughs B5000 ALGOL compiler
    The Burroughs B5000 ALGOL compiler was an influential early compiler tightly integrated with the B5000’s stack-based architecture, pioneering efficient support for high-level language features such as recursion and block structure.
  • F. None of above. chosen

Provenance (5 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c6739d2481909ea8d8e075f62cf3 completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15aff1288190a3e36324d975d482 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1639e21081908737b51e910ceae3 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a98fd08190a14f4d7d6b11f5e8 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 8:11 p.m.