Triple

T19452014
Position Surface form Disambiguated ID Type / Status
Subject Apple Developer University Program E486633 entity
Predicate relatedTo P37 FINISHED
Object Apple Developer Academy — 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: Apple Developer Academy | Statement: [Apple Developer University Program, relatedTo, Apple Developer Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple Developer Academy
Context triple: [Apple Developer University Program, relatedTo, Apple Developer Academy]
  • A. Apple Developer University Program
    Apple Developer University Program is an Apple initiative that provides accredited educational institutions with resources, tools, and support to teach and develop apps for Apple platforms within their curricula.
  • B. Apple Developer Program
    The Apple Developer Program is Apple’s official membership service that provides developers with the tools, resources, and distribution rights needed to build, test, and publish apps on Apple platforms.
  • C. Apple developer transition kit program
    The Apple developer transition kit program was an initiative that provided developers with early access to Apple Silicon-based Mac hardware and tools so they could begin building and optimizing universal apps before the official hardware launch.
  • D. Apple Developer Relations
    Apple Developer Relations is the Apple organization responsible for supporting and guiding third‑party developers, including managing policies and communications related to app development and distribution on Apple platforms.
  • E. Apple Developer ecosystem
    The Apple Developer ecosystem is a comprehensive platform of tools, services, and frameworks that enables developers to build, test, distribute, and monetize apps across Apple’s hardware and software platforms.
  • 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: Apple Developer Academy
Target entity description: Apple Developer Academy is an Apple-backed educational program that trains students and aspiring developers in app design, coding, and entrepreneurship for the Apple ecosystem.
  • A. Apple Developer University Program
    Apple Developer University Program is an Apple initiative that provides accredited educational institutions with resources, tools, and support to teach and develop apps for Apple platforms within their curricula.
  • B. Apple Developer Program
    The Apple Developer Program is Apple’s official membership service that provides developers with the tools, resources, and distribution rights needed to build, test, and publish apps on Apple platforms.
  • C. Apple developer transition kit program
    The Apple developer transition kit program was an initiative that provided developers with early access to Apple Silicon-based Mac hardware and tools so they could begin building and optimizing universal apps before the official hardware launch.
  • D. Apple Developer Relations
    Apple Developer Relations is the Apple organization responsible for supporting and guiding third‑party developers, including managing policies and communications related to app development and distribution on Apple platforms.
  • E. Apple Developer ecosystem
    The Apple Developer ecosystem is a comprehensive platform of tools, services, and frameworks that enables developers to build, test, distribute, and monetize apps across Apple’s hardware and software platforms.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63392aab08190aab09b7c356e5b10 completed April 20, 2026, 2:09 p.m.
Created at: April 10, 2026, 1:38 p.m.