Triple
T5101005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CoreBluetooth |
E114979
|
entity |
| Predicate | keyClass |
P61112
|
FINISHED |
| Object |
CBPeripheralManager
CBPeripheralManager is an iOS CoreBluetooth class that lets an app act as a Bluetooth Low Energy peripheral, managing advertising and the publication of services and characteristics.
|
E494409
|
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: CBPeripheralManager | Statement: [CoreBluetooth, keyClass, CBPeripheralManager]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CBPeripheralManager Context triple: [CoreBluetooth, keyClass, CBPeripheralManager]
-
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.
Bluetooth SIG
Bluetooth SIG is the industry consortium that oversees the development, standardization, and licensing of Bluetooth wireless technology.
-
C.
BLE
BLE is the abbreviation for the German Federal Agency for Agriculture and Food, a government authority responsible for implementing agricultural, food, and rural development policies.
-
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.
CoreMotion
CoreMotion is an Apple framework that provides access to motion and fitness data from device sensors such as accelerometers and gyroscopes.
- 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: CBPeripheralManager Triple: [CoreBluetooth, keyClass, CBPeripheralManager]
Generated description
CBPeripheralManager is an iOS CoreBluetooth class that lets an app act as a Bluetooth Low Energy peripheral, managing advertising and the publication of services and characteristics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CBPeripheralManager Target entity description: CBPeripheralManager is an iOS CoreBluetooth class that lets an app act as a Bluetooth Low Energy peripheral, managing advertising and the publication of services and characteristics.
-
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.
Bluetooth SIG
Bluetooth SIG is the industry consortium that oversees the development, standardization, and licensing of Bluetooth wireless technology.
-
C.
BLE
BLE is the abbreviation for the German Federal Agency for Agriculture and Food, a government authority responsible for implementing agricultural, food, and rural development policies.
-
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.
CoreMotion
CoreMotion is an Apple framework that provides access to motion and fitness data from device sensors such as accelerometers and gyroscopes.
- 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.