Triple
T1935726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SwiftUI |
E41438
|
entity |
| Predicate | usesConcept |
P531
|
FINISHED |
| Object |
App protocol
The App protocol is a core SwiftUI construct that defines an app’s entry point and overall lifecycle, replacing the traditional UIApplicationDelegate-based setup.
|
E215101
|
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: App protocol | Statement: [SwiftUI, usesConcept, App protocol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: App protocol Context triple: [SwiftUI, usesConcept, App protocol]
-
A.
Google app
The Google app is a mobile application by Google that provides integrated search, personalized information, and smart assistant features on Android and iOS devices.
-
B.
Files app
The Files app is Apple’s file management application for iPadOS that lets users browse, organize, and access documents and cloud storage in a unified interface.
-
C.
Syl Apps
Syl Apps was a Canadian professional ice hockey centre and Hall of Famer best known as a star player for the Toronto Maple Leafs in the 1930s and 1940s.
-
D.
STM mobile app
STM mobile app is the official mobile application of Montréal’s public transit agency, providing users with tools to plan trips, check schedules, and access real-time transit information.
-
E.
Appar
Appar was a prominent 7th-century Tamil Shaivite saint and poet whose devotional hymns greatly shaped the Bhakti movement in South India.
- 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: App protocol Triple: [SwiftUI, usesConcept, App protocol]
Generated description
The App protocol is a core SwiftUI construct that defines an app’s entry point and overall lifecycle, replacing the traditional UIApplicationDelegate-based setup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: App protocol Target entity description: The App protocol is a core SwiftUI construct that defines an app’s entry point and overall lifecycle, replacing the traditional UIApplicationDelegate-based setup.
-
A.
Google app
The Google app is a mobile application by Google that provides integrated search, personalized information, and smart assistant features on Android and iOS devices.
-
B.
Files app
The Files app is Apple’s file management application for iPadOS that lets users browse, organize, and access documents and cloud storage in a unified interface.
-
C.
Syl Apps
Syl Apps was a Canadian professional ice hockey centre and Hall of Famer best known as a star player for the Toronto Maple Leafs in the 1930s and 1940s.
-
D.
STM mobile app
STM mobile app is the official mobile application of Montréal’s public transit agency, providing users with tools to plan trips, check schedules, and access real-time transit information.
-
E.
Appar
Appar was a prominent 7th-century Tamil Shaivite saint and poet whose devotional hymns greatly shaped the Bhakti movement in South India.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb29c7be08190986df157bf5d7c9e |
completed | March 7, 2026, 5:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f3932081909a72d1022259359e |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf472aca881908d99cf5bfcae3094 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf50d93c88190aa1cbf96526558b6 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:35 p.m.