Triple
T2447992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple WWDC 2022 |
E53637
|
entity |
| Predicate | streamedOn |
P3189
|
FINISHED |
| Object |
Apple Developer app
The Apple Developer app is an official Apple application that provides developers with access to WWDC sessions, technical videos, documentation, and news about Apple’s developer ecosystem.
|
E268860
|
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: Apple Developer app | Statement: [Apple WWDC 2022, streamedOn, Apple Developer app]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple Developer app Context triple: [Apple WWDC 2022, streamedOn, Apple Developer app]
-
A.
Apple Developer Program
The Apple Developer Program is Apple’s official membership service that provides developers with the tools, resources, and distribution rights needed to build, test, and publish apps on Apple platforms.
-
B.
App Store
The App Store is Apple’s official digital marketplace for discovering, purchasing, and downloading apps and games on iOS, iPadOS, macOS, watchOS, and tvOS devices.
-
C.
App Store Connect
App Store Connect is Apple’s web-based portal for developers to manage their apps, metadata, TestFlight builds, and App Store submissions and analytics.
-
D.
App Store Small Business Program
The App Store Small Business Program is an Apple initiative that reduces App Store commission rates for eligible smaller developers to support their growth and innovation.
-
E.
Apple Developer ID certificates
Apple Developer ID certificates are cryptographic credentials issued by Apple to identify and authenticate trusted macOS software developers, enabling their apps to run without security warnings.
- 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: Apple Developer app Triple: [Apple WWDC 2022, streamedOn, Apple Developer app]
Generated description
The Apple Developer app is an official Apple application that provides developers with access to WWDC sessions, technical videos, documentation, and news about Apple’s developer ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apple Developer app Target entity description: The Apple Developer app is an official Apple application that provides developers with access to WWDC sessions, technical videos, documentation, and news about Apple’s developer ecosystem.
-
A.
Apple Developer Program
The Apple Developer Program is Apple’s official membership service that provides developers with the tools, resources, and distribution rights needed to build, test, and publish apps on Apple platforms.
-
B.
App Store
The App Store is Apple’s official digital marketplace for discovering, purchasing, and downloading apps and games on iOS, iPadOS, macOS, watchOS, and tvOS devices.
-
C.
App Store Connect
App Store Connect is Apple’s web-based portal for developers to manage their apps, metadata, TestFlight builds, and App Store submissions and analytics.
-
D.
App Store Small Business Program
The App Store Small Business Program is an Apple initiative that reduces App Store commission rates for eligible smaller developers to support their growth and innovation.
-
E.
Apple Developer ID certificates
Apple Developer ID certificates are cryptographic credentials issued by Apple to identify and authenticate trusted macOS software developers, enabling their apps to run without security warnings.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0dc7ed88190920afd4817c621c9 |
completed | March 7, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c0069c8190bfb9e71aea4774d3 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef53740508190893b14bb1b411a30 |
completed | March 9, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef9594024819088e7afc0e64429ff |
completed | March 9, 2026, 4:46 p.m. |
Created at: March 6, 2026, 9:43 p.m.