Triple

T20004222
Position Surface form Disambiguated ID Type / Status
Subject CBDescriptor E494408 entity
Predicate callbackDeliveredVia P10739 FINISHED
Object CBPeripheralDelegate
CBPeripheralDelegate is a Core Bluetooth protocol in Apple’s iOS frameworks that defines methods for receiving and handling events and data updates from a remote Bluetooth peripheral device.
E1404979 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: CBPeripheralDelegate | Statement: [CBDescriptor, callbackDeliveredVia, CBPeripheralDelegate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CBPeripheralDelegate
Context triple: [CBDescriptor, callbackDeliveredVia, CBPeripheralDelegate]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. CBService
    CBService is a CoreBluetooth framework class that represents a Bluetooth LE service, grouping related characteristics on a remote peripheral.
  • E. CBCharacteristic
    CBCharacteristic is a CoreBluetooth class representing a specific piece of data (a characteristic) on a remote Bluetooth Low Energy peripheral’s service, including its value and associated properties.
  • 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: CBPeripheralDelegate
Triple: [CBDescriptor, callbackDeliveredVia, CBPeripheralDelegate]
Generated description
CBPeripheralDelegate is a Core Bluetooth protocol in Apple’s iOS frameworks that defines methods for receiving and handling events and data updates from a remote Bluetooth peripheral device.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CBPeripheralDelegate
Target entity description: CBPeripheralDelegate is a Core Bluetooth protocol in Apple’s iOS frameworks that defines methods for receiving and handling events and data updates from a remote Bluetooth peripheral device.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. CBService
    CBService is a CoreBluetooth framework class that represents a Bluetooth LE service, grouping related characteristics on a remote peripheral.
  • E. CBCharacteristic
    CBCharacteristic is a CoreBluetooth class representing a specific piece of data (a characteristic) on a remote Bluetooth Low Energy peripheral’s service, including its value and associated properties.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: callbackDeliveredVia
Context triple: [CBDescriptor, callbackDeliveredVia, CBPeripheralDelegate]
  • A. deliveryConfirmation
    Indicates that a delivery has been successfully completed and acknowledged, confirming that the intended recipient has received the item or shipment.
  • B. deliveredAs
    Indicates that something is provided, transmitted, or presented in a particular form, manner, or role.
  • C. deliveredBy
    Indicates that something (such as a product, message, or service) is brought, transported, or provided to its destination by a specified agent or carrier.
  • D. deliveryMode chosen
    Indicates the method or channel through which something (such as a product, service, or information) is delivered or provided.
  • E. deliveredAt
    Indicates the specific time or location at which something (such as a message, product, or service) is delivered.
  • F. None of above.

Provenance (6 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a3ad148190918f9dce755fe470 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08050db2648190b3400fabb144215f completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a0805ed58f881909c94d5d9f8ecf631 completed May 16, 2026, 5:51 a.m.
NED2 Entity disambiguation (via description) batch_6a080668c5dc81909d93f167c6600924 completed May 16, 2026, 5:53 a.m.
PD Predicate disambiguation batch_69e54cdddbd48190becc8b2aa5ab4ef9 completed April 19, 2026, 9:45 p.m.
Created at: April 11, 2026, 3:33 p.m.