Triple

T5101000
Position Surface form Disambiguated ID Type / Status
Subject CoreBluetooth E114979 entity
Predicate keyClass P61112 FINISHED
Object CBCentralManager
CBCentralManager is the primary CoreBluetooth class used by iOS and macOS apps to manage and coordinate Bluetooth Low Energy connections and device discovery as a central.
E494405 NE FINISHED

How this triple was built (5 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: CBCentralManager | Statement: [CoreBluetooth, keyClass, CBCentralManager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CBCentralManager
Context triple: [CoreBluetooth, keyClass, CBCentralManager]
  • 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. Core Location
    Core Location is an Apple framework that provides location and heading services to apps, enabling them to determine a device’s geographic position and related location data.
  • D. 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.
  • E. HomeKit framework
    HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
  • 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: CBCentralManager
Triple: [CoreBluetooth, keyClass, CBCentralManager]
Generated description
CBCentralManager is the primary CoreBluetooth class used by iOS and macOS apps to manage and coordinate Bluetooth Low Energy connections and device discovery as a central.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CBCentralManager
Target entity description: CBCentralManager is the primary CoreBluetooth class used by iOS and macOS apps to manage and coordinate Bluetooth Low Energy connections and device discovery as a central.
  • 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. Core Location
    Core Location is an Apple framework that provides location and heading services to apps, enabling them to determine a device’s geographic position and related location data.
  • D. 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.
  • E. HomeKit framework
    HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: keyClass
Context triple: [CoreBluetooth, keyClass, CBCentralManager]
  • A. keyType
    Indicates the classification or category of a key in relation to how it is used or defined within a system or context.
  • B. key
    Indicates that one entity functions as a key (literal or metaphorical) that unlocks, enables access to, or provides a crucial solution or control over another entity.
  • C. keyComponent
    Indicates that one entity is an essential or foundational part required for the proper function, structure, or identity of another entity.
  • D. keyOperation
    Indicates an operation that is central, primary, or essential to the functioning or outcome of another process, system, or relationship.
  • E. keySymbol
    Indicates that one entity serves as the symbolic representation or notation used to denote another entity as a key.
  • F. None of above. chosen

Provenance (7 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_69bd758381dc8190ac491788d27ab8e0 completed March 20, 2026, 4:27 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.
PD Predicate disambiguation batch_69bd715e06808190931934dc9930f997 completed March 20, 2026, 4:10 p.m.
PDg Predicate description generation batch_69bd738ac2e0819099c06cdcc5e21d28 completed March 20, 2026, 4:19 p.m.
Created at: March 20, 2026, 1:40 p.m.