Triple
T9003971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | macOS SDK |
E215097
|
entity |
| Predicate | containsFramework |
P58147
|
FINISHED |
| Object |
UserNotifications framework
The UserNotifications framework is an Apple API that lets apps schedule, manage, and respond to local and push notifications on Apple platforms.
|
E770625
|
NE FINISHED |
How this triple was built (4 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: UserNotifications framework | Statement: [macOS SDK, containsFramework, UserNotifications framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UserNotifications framework Context triple: [macOS SDK, containsFramework, UserNotifications framework]
-
A.
Windows.Networking.PushNotifications
Windows.Networking.PushNotifications is a Windows Runtime namespace that provides APIs for receiving and managing push notifications in Windows apps.
-
B.
Notification Center
Notification Center is a macOS feature that consolidates and displays system and app alerts, banners, and widgets in a unified sidebar for quick access.
-
C.
Apple Push Notification service
Apple Push Notification service is Apple’s cloud-based system for delivering real-time notifications and messages to iOS, macOS, watchOS, and tvOS devices.
-
D.
Messages on macOS
Messages on macOS is Apple’s desktop messaging app that lets users send and receive iMessages and SMS/MMS texts from their Mac, syncing conversations across Apple devices.
-
E.
NSNotificationCenter
NSNotificationCenter is a central dispatch mechanism in Objective-C/Cocoa frameworks that enables objects to broadcast and observe notifications for decoupled communication within an application.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: UserNotifications framework Triple: [macOS SDK, containsFramework, UserNotifications framework]
Generated description
The UserNotifications framework is an Apple API that lets apps schedule, manage, and respond to local and push notifications on Apple platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UserNotifications framework Target entity description: The UserNotifications framework is an Apple API that lets apps schedule, manage, and respond to local and push notifications on Apple platforms.
-
A.
Windows.Networking.PushNotifications
Windows.Networking.PushNotifications is a Windows Runtime namespace that provides APIs for receiving and managing push notifications in Windows apps.
-
B.
Notification Center
Notification Center is a macOS feature that consolidates and displays system and app alerts, banners, and widgets in a unified sidebar for quick access.
-
C.
Apple Push Notification service
Apple Push Notification service is Apple’s cloud-based system for delivering real-time notifications and messages to iOS, macOS, watchOS, and tvOS devices.
-
D.
Messages on macOS
Messages on macOS is Apple’s desktop messaging app that lets users send and receive iMessages and SMS/MMS texts from their Mac, syncing conversations across Apple devices.
-
E.
NSNotificationCenter
NSNotificationCenter is a central dispatch mechanism in Objective-C/Cocoa frameworks that enables objects to broadcast and observe notifications for decoupled communication within an application.
- F. None of above. chosen
Provenance (5 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6959497c8190a748c78504dd2eb6 |
completed | April 1, 2026, 12:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0e3f0c88190ae688632be25e5c9 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd17e5850819087fbb60fdc612fd9 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd215204c8190886cc071f100aab6 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:05 p.m.