Triple

T7329498
Position Surface form Disambiguated ID Type / Status
Subject Oberon E168960 entity
Predicate hasImplementation P3697 FINISHED
Object Astrobe for Oberon
Astrobe for Oberon is an integrated development environment and compiler system designed for programming in the Oberon language, particularly targeting embedded and real-time applications.
 E656388 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: Astrobe for Oberon | Statement: [Oberon, hasImplementation, Astrobe for Oberon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Astrobe for Oberon
Context triple: [Oberon, hasImplementation, Astrobe for Oberon]
  • A. Oberon programming language
    The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
  • B. Oberon-2
    Oberon-2 is an object-oriented, statically typed programming language that extends Niklaus Wirth’s Oberon with features like type-bound procedures and read-only export while preserving simplicity and efficiency.
  • C. Project Oberon
    Project Oberon is a computer system design and implementation project, including both an operating system and programming language, created by Swiss computer scientist Niklaus Wirth as a minimalist, modular, and educationally oriented computing environment.
  • D. Oberon operating system
    The Oberon operating system is a minimalist, modular OS designed by Niklaus Wirth and Jürg Gutknecht to accompany the Oberon programming language and demonstrate principles of simplicity and efficiency in system design.
  • E. Squeak programming system
    The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
  • 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: Astrobe for Oberon
Triple: [Oberon, hasImplementation, Astrobe for Oberon]
Generated description
Astrobe for Oberon is an integrated development environment and compiler system designed for programming in the Oberon language, particularly targeting embedded and real-time applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Astrobe for Oberon
Target entity description: Astrobe for Oberon is an integrated development environment and compiler system designed for programming in the Oberon language, particularly targeting embedded and real-time applications.
  • A. Oberon programming language
    The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
  • B. Oberon-2
    Oberon-2 is an object-oriented, statically typed programming language that extends Niklaus Wirth’s Oberon with features like type-bound procedures and read-only export while preserving simplicity and efficiency.
  • C. Project Oberon
    Project Oberon is a computer system design and implementation project, including both an operating system and programming language, created by Swiss computer scientist Niklaus Wirth as a minimalist, modular, and educationally oriented computing environment.
  • D. Oberon operating system
    The Oberon operating system is a minimalist, modular OS designed by Niklaus Wirth and Jürg Gutknecht to accompany the Oberon programming language and demonstrate principles of simplicity and efficiency in system design.
  • E. Squeak programming system
    The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a9c0f081909218560d8a4f4995 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7ef9665748190bddc45f234af7a7b completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f02f95508190a7b323f3f94e4a0f completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.