Triple

T17520196
Position Surface form Disambiguated ID Type / Status
Subject Chainer E426662 entity
Predicate developer P73 FINISHED
Object Preferred Infrastructure — 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: Preferred Infrastructure | Statement: [Chainer, developer, Preferred Infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Preferred Infrastructure
Context triple: [Chainer, developer, Preferred Infrastructure]
  • A. Smart Infrastructure
    Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
  • B. Infrastructure
    Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
  • C. Stark technology infrastructure
    Stark technology infrastructure is the advanced, highly integrated network of facilities, systems, and digital platforms developed by Tony Stark to support his armor, artificial intelligences, and global defense operations.
  • D. Infra
    Infra is a contemporary dance work by choreographer Wayne McGregor that explores human interactions and emotional narratives within an urban, technology-infused environment.
  • E. Social Infrastructure & Industrial Systems
    Social Infrastructure & Industrial Systems is a Hitachi business division that develops and provides large-scale infrastructure and industrial solutions such as transportation, energy, and urban systems.
  • 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: Preferred Infrastructure
Target entity description: Preferred Infrastructure is a Japanese technology company best known for creating and maintaining the deep learning framework Chainer.
  • A. Smart Infrastructure
    Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
  • B. Infrastructure
    Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
  • C. Stark technology infrastructure
    Stark technology infrastructure is the advanced, highly integrated network of facilities, systems, and digital platforms developed by Tony Stark to support his armor, artificial intelligences, and global defense operations.
  • D. Infra
    Infra is a contemporary dance work by choreographer Wayne McGregor that explores human interactions and emotional narratives within an urban, technology-infused environment.
  • E. Social Infrastructure & Industrial Systems
    Social Infrastructure & Industrial Systems is a Hitachi business division that develops and provides large-scale infrastructure and industrial solutions such as transportation, energy, and urban systems.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d23cf08190925510344fa36f57 completed April 19, 2026, 3:58 a.m.
Created at: April 10, 2026, 5:49 a.m.