Triple
T17568975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Key-Value Observing |
E427885
|
entity |
| Predicate | AppleDocumentationTopic |
P100210
|
FINISHED |
| Object | Key-Value Observing Programming Guide |
—
|
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: Key-Value Observing Programming Guide | Statement: [Key-Value Observing, AppleDocumentationTopic, Key-Value Observing Programming Guide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Key-Value Observing Programming Guide Context triple: [Key-Value Observing, AppleDocumentationTopic, Key-Value Observing Programming Guide]
-
A.
Key-Value Observing
chosen
Key-Value Observing is an Objective-C and Swift mechanism that lets objects be notified and react when specific properties of other objects change.
-
B.
KVO
KVO is the IATA airport code for Morava Airport, a regional airport serving the city of Kraljevo in central Serbia.
-
C.
Cocoa Touch
Cocoa Touch is Apple’s application development framework for building iOS and other mobile OS apps, providing the UI components, event handling, and infrastructure layers on top of the underlying operating system.
-
D.
Core Animation
Core Animation is Apple’s high-performance graphics rendering and animation framework used to create smooth, hardware-accelerated visual effects in macOS, iOS, and other Apple platforms.
-
E.
GNUStep Objective-C runtime extensions
GNUStep Objective-C runtime extensions are enhancements to the Objective-C runtime developed by the GNUstep project, adding advanced features such as improved reflection, dynamic loading, and language interoperability beyond the standard Objective-C runtime.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: AppleDocumentationTopic Context triple: [Key-Value Observing, AppleDocumentationTopic, Key-Value Observing Programming Guide]
-
A.
documentationTopic
chosen
Indicates that one entity serves as the subject or focus of documentation related to another entity.
-
B.
documentationUI
Indicates a relationship where a user interface element is used to present, navigate, or interact with documentation content.
-
C.
marketedAsByApple
Indicates that a product, service, or feature is promoted or presented in marketing materials specifically by Apple as having a particular name, positioning, or branding.
-
D.
documentationSection
Indicates that one entity is a specific section or subdivision within the documentation of another entity.
-
E.
developerSupport
Indicates that one entity provides technical assistance, resources, or guidance to help another entity develop, maintain, or improve software or related systems.
- F. None of above.
Provenance (3 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4592f29d08190bc3de905d35af849 |
completed | April 19, 2026, 4:25 a.m. |
| PD | Predicate disambiguation | batch_69e3b4fd7d048190b54ee4c6155612a5 |
completed | April 18, 2026, 4:44 p.m. |
Created at: April 10, 2026, 5:50 a.m.