Triple

T9018390
Position Surface form Disambiguated ID Type / Status
Subject KDE neon E215650 entity
Predicate offers P178 FINISHED
Object Developer Edition
Developer Edition is a specialized KDE neon variant tailored for software developers, providing up-to-date KDE development tools and libraries on a stable Ubuntu LTS base.
E773016 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: Developer Edition | Statement: [KDE neon, offers, Developer Edition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Developer Edition
Context triple: [KDE neon, offers, Developer Edition]
  • A. Developer Edition
    Developer Edition is a full-featured, non-production SQL Server edition intended for development and testing purposes.
  • B. Enterprise Developer
    Enterprise Developer is a Micro Focus integrated development environment designed to modernize, develop, and maintain COBOL and mainframe applications across distributed and cloud platforms.
  • C. Enterprise Edition
    Enterprise Edition is the high-end, feature-rich edition of Microsoft SQL Server designed for large-scale, mission-critical database applications and advanced analytics.
  • D. DEV
    DEV is the abbreviation for the OECD Development Centre, a policy-oriented institution that conducts research and dialogue to support sustainable economic and social development worldwide.
  • E. Developer Transition Kit
    The Developer Transition Kit was a temporary Apple hardware package, based on Intel processors, provided to developers to help them prepare and test their apps for the transition of macOS to a new architecture.
  • 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: Developer Edition
Triple: [KDE neon, offers, Developer Edition]
Generated description
Developer Edition is a specialized KDE neon variant tailored for software developers, providing up-to-date KDE development tools and libraries on a stable Ubuntu LTS base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Developer Edition
Target entity description: Developer Edition is a specialized KDE neon variant tailored for software developers, providing up-to-date KDE development tools and libraries on a stable Ubuntu LTS base.
  • A. Developer Edition
    Developer Edition is a full-featured, non-production SQL Server edition intended for development and testing purposes.
  • B. Enterprise Developer
    Enterprise Developer is a Micro Focus integrated development environment designed to modernize, develop, and maintain COBOL and mainframe applications across distributed and cloud platforms.
  • C. Enterprise Edition
    Enterprise Edition is the high-end, feature-rich edition of Microsoft SQL Server designed for large-scale, mission-critical database applications and advanced analytics.
  • D. DEV
    DEV is the abbreviation for the OECD Development Centre, a policy-oriented institution that conducts research and dialogue to support sustainable economic and social development worldwide.
  • E. Developer Transition Kit
    The Developer Transition Kit was a temporary Apple hardware package, based on Intel processors, provided to developers to help them prepare and test their apps for the transition of macOS to a new architecture.
  • 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_69ca83a38aa88190bf1bb80c4548b5e2 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6a3ef98081909e66372a89f881b9 completed April 1, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdbabd6108190aa2f3c6f59d7999c completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdc48f22081909f17ec4c5542da47 completed April 3, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69cfdcecebe48190a2ede4c8400b3b42 completed April 3, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:07 p.m.