Triple
T1936652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xcode |
E41456
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
TestFlight
TestFlight is Apple’s official platform for distributing and managing beta versions of iOS, iPadOS, watchOS, tvOS, and visionOS apps to testers before App Store release.
|
E216053
|
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: TestFlight | Statement: [Xcode, integratesWith, TestFlight]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TestFlight Context triple: [Xcode, integratesWith, TestFlight]
-
A.
LauncherOne
LauncherOne is a small, air-launched orbital rocket developed by Virgin Orbit to deploy lightweight satellites into space from a carrier aircraft.
-
B.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
C.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
-
D.
SuiteFlow
SuiteFlow is NetSuite’s workflow automation tool that lets users design and manage custom business processes without coding.
-
E.
FreeWheel
FreeWheel is a video advertising management and monetization platform widely used by broadcasters, pay-TV operators, and premium video publishers to manage and optimize their ad inventory across screens.
- 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: TestFlight Triple: [Xcode, integratesWith, TestFlight]
Generated description
TestFlight is Apple’s official platform for distributing and managing beta versions of iOS, iPadOS, watchOS, tvOS, and visionOS apps to testers before App Store release.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TestFlight Target entity description: TestFlight is Apple’s official platform for distributing and managing beta versions of iOS, iPadOS, watchOS, tvOS, and visionOS apps to testers before App Store release.
-
A.
LauncherOne
LauncherOne is a small, air-launched orbital rocket developed by Virgin Orbit to deploy lightweight satellites into space from a carrier aircraft.
-
B.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
C.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
-
D.
SuiteFlow
SuiteFlow is NetSuite’s workflow automation tool that lets users design and manage custom business processes without coding.
-
E.
FreeWheel
FreeWheel is a video advertising management and monetization platform widely used by broadcasters, pay-TV operators, and premium video publishers to manage and optimize their ad inventory across screens.
- 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_69abb2c5f6e481909b2d95861e2098f9 |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f6285c8190925af156f49cf9a2 |
completed | March 8, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69adf4aea46481908b5da7c4251dd867 |
completed | March 8, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf52b63c481908fcb9db4c40875b4 |
completed | March 8, 2026, 10:16 p.m. |
Created at: March 4, 2026, 7:35 p.m.