Triple
T22028288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Instant Hotspot |
E544020
|
entity |
| Predicate | platform |
P1292
|
FINISHED |
| Object | Apple ecosystem |
—
|
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 ecosystem | Statement: [Instant Hotspot, platform, Apple ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple ecosystem Context triple: [Instant Hotspot, platform, Apple ecosystem]
-
A.
Apple ecosystem
chosen
The Apple ecosystem is the interconnected suite of Apple hardware, software, and services designed to work seamlessly together across devices like iPhone, iPad, Mac, Apple Watch, and Apple TV.
-
B.
Apple operating systems
Apple operating systems are a family of proprietary platforms, including macOS, iOS, iPadOS, watchOS, and tvOS, designed to power and integrate the company’s hardware devices.
-
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 hardware
Apple hardware refers to the physical computing devices and electronic products designed and manufactured by Apple Inc., including computers, smartphones, tablets, wearables, and accessories.
-
E.
Apple services
Apple services encompass Apple’s ecosystem of digital offerings and subscription-based products, including media, cloud, payment, and support services that complement its hardware devices.
- 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127cdf5c08190ac804664d6e56fe2 |
completed | April 28, 2026, 9:34 p.m. |
Created at: April 16, 2026, 8:24 p.m.