Triple

T22444999
Position Surface form Disambiguated ID Type / Status
Subject Odin E554841 entity
Predicate paradigm P480 FINISHED
Object data-oriented design 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: data-oriented design | Statement: [Odin, paradigm, data-oriented design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: data-oriented design
Context triple: [Odin, paradigm, data-oriented design]
  • A. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • B. “Macroscopic Data Structure Analysis and Optimization”
    “Macroscopic Data Structure Analysis and Optimization” is Chris Lattner’s PhD thesis, in which he develops compiler techniques to analyze and optimize large-scale data structure usage for improved program performance.
  • C. object-oriented software construction
    Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
  • D. The System of Objects
    The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
  • E. OOA
    OOA is the IATA airport code for Oskaloosa Municipal Airport, a public airport serving Oskaloosa, Iowa, in the United States.
  • 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: data-oriented design
Target entity description: Data-oriented design is a programming and architectural approach that focuses on organizing and transforming data for optimal performance, memory access patterns, and cache efficiency rather than centering on objects or abstractions.
  • A. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • B. “Macroscopic Data Structure Analysis and Optimization”
    “Macroscopic Data Structure Analysis and Optimization” is Chris Lattner’s PhD thesis, in which he develops compiler techniques to analyze and optimize large-scale data structure usage for improved program performance.
  • C. object-oriented software construction
    Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
  • D. The System of Objects
    The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
  • E. OOA
    OOA is the IATA airport code for Oskaloosa Municipal Airport, a public airport serving Oskaloosa, Iowa, in the United States.
  • 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_69f15b46e8ac8190bfa8c611ffcba822 completed April 29, 2026, 1:13 a.m.
Created at: April 16, 2026, 8:47 p.m.