Triple
T5101006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CoreBluetooth |
E114979
|
entity |
| Predicate | keyClass |
P61112
|
FINISHED |
| Object |
CBMutableService
CBMutableService is a CoreBluetooth class used to define and configure mutable Bluetooth LE services that can be published by an iOS or macOS device acting as a peripheral.
|
E494410
|
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: CBMutableService | Statement: [CoreBluetooth, keyClass, CBMutableService]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CBMutableService Context triple: [CoreBluetooth, keyClass, CBMutableService]
-
A.
CoreBluetooth
CoreBluetooth is an Apple framework that enables apps to communicate with Bluetooth Low Energy (BLE) devices for tasks like data exchange and peripheral control.
-
B.
Keystone Service
Keystone Service is an Amtrak-operated passenger rail service in Pennsylvania that provides frequent regional connections, primarily between Harrisburg and New York City via Philadelphia.
-
C.
Kii Channel
The Kii Channel is a strait in western Japan that separates the islands of Honshu and Shikoku and links the Seto Inland Sea with the Pacific Ocean.
-
D.
HomeKit Accessory Protocol
HomeKit Accessory Protocol is Apple's communication protocol that enables smart home accessories to securely connect with and be controlled by Apple devices within the HomeKit ecosystem.
-
E.
CloudKit
CloudKit is Apple’s cloud storage and data synchronization framework that enables developers to seamlessly store, manage, and sync app data across users’ iCloud accounts and devices.
- 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: CBMutableService Triple: [CoreBluetooth, keyClass, CBMutableService]
Generated description
CBMutableService is a CoreBluetooth class used to define and configure mutable Bluetooth LE services that can be published by an iOS or macOS device acting as a peripheral.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CBMutableService Target entity description: CBMutableService is a CoreBluetooth class used to define and configure mutable Bluetooth LE services that can be published by an iOS or macOS device acting as a peripheral.
-
A.
CoreBluetooth
CoreBluetooth is an Apple framework that enables apps to communicate with Bluetooth Low Energy (BLE) devices for tasks like data exchange and peripheral control.
-
B.
Keystone Service
Keystone Service is an Amtrak-operated passenger rail service in Pennsylvania that provides frequent regional connections, primarily between Harrisburg and New York City via Philadelphia.
-
C.
Kii Channel
The Kii Channel is a strait in western Japan that separates the islands of Honshu and Shikoku and links the Seto Inland Sea with the Pacific Ocean.
-
D.
HomeKit Accessory Protocol
HomeKit Accessory Protocol is Apple's communication protocol that enables smart home accessories to securely connect with and be controlled by Apple devices within the HomeKit ecosystem.
-
E.
CloudKit
CloudKit is Apple’s cloud storage and data synchronization framework that enables developers to seamlessly store, manage, and sync app data across users’ iCloud accounts and devices.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd77ccb19c8190844c628ff7cfcca2 |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba8d24388190882b9933a2a798c4 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebbe7e8e081909814e97001f8cf89 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd33f25c8190a5d9b78ef71847e3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:40 p.m.