Triple
T21169604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Push Notification service |
E521657
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object | Apple Developer Program |
—
|
NE NERFINISHED |
How this triple was built (2 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 Program | Statement: [Apple Push Notification service, integratedWith, Apple Developer Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple Developer Program Context triple: [Apple Push Notification service, integratedWith, Apple Developer Program]
-
A.
Apple Developer Program
chosen
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.
-
B.
Apple Developer Academy
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.
-
C.
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.
-
D.
Apple Developer app
The Apple Developer app is an official Apple application that provides developers with access to WWDC sessions, technical videos, documentation, and news about Apple’s developer ecosystem.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72711be9481909f16107b71d3500a |
completed | April 21, 2026, 7:28 a.m. |
Created at: April 16, 2026, 3 p.m.