Triple
T1937211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal App Quick Start Program |
E41468
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Developer Transition Kit
The Developer Transition Kit was a temporary Apple hardware package, based on Intel processors, provided to developers to help them prepare and test their apps for the transition of macOS to a new architecture.
|
E216095
|
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: Developer Transition Kit | Statement: [Universal App Quick Start Program, includes, Developer Transition Kit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Developer Transition Kit Context triple: [Universal App Quick Start Program, includes, Developer Transition Kit]
-
A.
Developer Edition
Developer Edition is a full-featured, non-production SQL Server edition intended for development and testing purposes.
-
B.
Integrated Training Service
The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
-
C.
New Agent Training Program
The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
-
D.
Amazon Developer Program
The Amazon Developer Program is a platform that provides tools, documentation, and support for developers to build, test, and distribute apps and digital content through Amazon’s ecosystem, including the Amazon Appstore and Alexa.
-
E.
Dev
Dev is the experimental Google Chrome release channel intended for developers and early adopters to test upcoming features and changes before they reach more stable versions.
- 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: Developer Transition Kit Triple: [Universal App Quick Start Program, includes, Developer Transition Kit]
Generated description
The Developer Transition Kit was a temporary Apple hardware package, based on Intel processors, provided to developers to help them prepare and test their apps for the transition of macOS to a new architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Developer Transition Kit Target entity description: The Developer Transition Kit was a temporary Apple hardware package, based on Intel processors, provided to developers to help them prepare and test their apps for the transition of macOS to a new architecture.
-
A.
Developer Edition
Developer Edition is a full-featured, non-production SQL Server edition intended for development and testing purposes.
-
B.
Integrated Training Service
The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
-
C.
New Agent Training Program
The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
-
D.
Amazon Developer Program
The Amazon Developer Program is a platform that provides tools, documentation, and support for developers to build, test, and distribute apps and digital content through Amazon’s ecosystem, including the Amazon Appstore and Alexa.
-
E.
Dev
Dev is the experimental Google Chrome release channel intended for developers and early adopters to test upcoming features and changes before they reach more stable versions.
- 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_69abb2c752fc81909baf38ff1cdeb18c |
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, 7:36 p.m.