Triple

T8820806
Position Surface form Disambiguated ID Type / Status
Subject Core Location E209896 entity
Predicate mainClass P21770 FINISHED
Object CLLocationManager
CLLocationManager is an iOS and macOS API class that provides location and heading updates to apps using the device’s GPS, Wi‑Fi, Bluetooth, and cellular hardware.
E209896 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: CLLocationManager | Statement: [Core Location, mainClass, CLLocationManager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CLLocationManager
Context triple: [Core Location, mainClass, CLLocationManager]
  • A. 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.
  • 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. Fused Location Provider
    Fused Location Provider is an Android location API that intelligently combines data from GPS, Wi‑Fi, cellular networks, and sensors to deliver accurate, power-efficient location updates to apps.
  • E. HealthKit framework
    HealthKit framework is an Apple software framework that enables apps to securely access, store, and share users’ health and fitness data on iOS 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: CLLocationManager
Triple: [Core Location, mainClass, CLLocationManager]
Generated description
CLLocationManager is an iOS and macOS API class that provides location and heading updates to apps using the device’s GPS, Wi‑Fi, Bluetooth, and cellular hardware.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CLLocationManager
Target entity description: CLLocationManager is an iOS and macOS API class that provides location and heading updates to apps using the device’s GPS, Wi‑Fi, Bluetooth, and cellular hardware.
  • A. Core Location chosen
    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.
  • 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. Fused Location Provider
    Fused Location Provider is an Android location API that intelligently combines data from GPS, Wi‑Fi, cellular networks, and sensors to deliver accurate, power-efficient location updates to apps.
  • E. HealthKit framework
    HealthKit framework is an Apple software framework that enables apps to securely access, store, and share users’ health and fitness data on iOS devices.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainClass
Context triple: [Core Location, mainClass, CLLocationManager]
  • A. mainClasses chosen
    Indicates that the subject represents the primary or most important classes associated with, defined within, or central to the object.
  • B. mainStartingPoint
    Indicates the primary location or position from which an event, process, or path begins.
  • C. mainSingle
    Indicates that an entity is the primary or sole main instance among a set of related entities.
  • D. mainEntranceOn
    Indicates that the primary entrance of one entity is located on or faces toward another entity, such as a particular side, street, or boundary.
  • E. exampleClass
    Indicates that the subject belongs to, is categorized under, or serves as an instance of a particular class or type.
  • 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_69ca8364e13081909c85fe80f44fe86f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc601126248190b6f10c22f1aeac9a completed April 1, 2026, midnight
NED1 Entity disambiguation (via context triple) batch_69cf6fd064208190b1c8e1e1848763d2 completed April 3, 2026, 7:44 a.m.
NEDg Description generation batch_69cf71e0bd14819089a9667d573f2295 completed April 3, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69cf743758c881909eecaf9bdbb047e5 completed April 3, 2026, 8:03 a.m.
PD Predicate disambiguation batch_69cc5c21e64c81908490e3b0875dc0d6 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:46 p.m.