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.