Triple
T11016459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Application Kit |
E260377
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
NeXTSTEP Application Kit
NeXTSTEP Application Kit is an object-oriented GUI framework from the NeXTSTEP operating system that provided the foundation for modern Cocoa application development on macOS.
|
E900204
|
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: NeXTSTEP Application Kit | Statement: [Application Kit, basedOn, NeXTSTEP Application Kit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NeXTSTEP Application Kit Context triple: [Application Kit, basedOn, NeXTSTEP Application Kit]
-
A.
NeXTSTEP Foundation Kit
NeXTSTEP Foundation Kit is an object-oriented application framework developed by NeXT Inc. that provided core classes and services for building NeXTSTEP applications and later influenced Apple’s Cocoa frameworks.
-
B.
NeXTSTEP
NeXTSTEP was an advanced Unix-based operating system and development environment created by NeXT Inc., notable for its object-oriented frameworks and influential role in the later development of macOS and iOS.
-
C.
NeXTSTEP Interface Builder
NeXTSTEP Interface Builder was a pioneering graphical tool for visually designing user interfaces and connecting them to application code in the NeXTSTEP operating system.
-
D.
OPENSTEP
OPENSTEP is an object-oriented application programming interface and operating system environment developed by NeXT that later formed the technological foundation for macOS and iOS.
-
E.
Macintosh Toolbox
The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
- 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: NeXTSTEP Application Kit Triple: [Application Kit, basedOn, NeXTSTEP Application Kit]
Generated description
NeXTSTEP Application Kit is an object-oriented GUI framework from the NeXTSTEP operating system that provided the foundation for modern Cocoa application development on macOS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NeXTSTEP Application Kit Target entity description: NeXTSTEP Application Kit is an object-oriented GUI framework from the NeXTSTEP operating system that provided the foundation for modern Cocoa application development on macOS.
-
A.
NeXTSTEP Foundation Kit
NeXTSTEP Foundation Kit is an object-oriented application framework developed by NeXT Inc. that provided core classes and services for building NeXTSTEP applications and later influenced Apple’s Cocoa frameworks.
-
B.
NeXTSTEP
NeXTSTEP was an advanced Unix-based operating system and development environment created by NeXT Inc., notable for its object-oriented frameworks and influential role in the later development of macOS and iOS.
-
C.
NeXTSTEP Interface Builder
NeXTSTEP Interface Builder was a pioneering graphical tool for visually designing user interfaces and connecting them to application code in the NeXTSTEP operating system.
-
D.
OPENSTEP
OPENSTEP is an object-oriented application programming interface and operating system environment developed by NeXT that later formed the technological foundation for macOS and iOS.
-
E.
Macintosh Toolbox
The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797a682908190b061d1995e2866b6 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374d371ec8190aba9e77346c6e876 |
completed | April 18, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_69e37ab6ca788190ac41f9494ad9a47f |
completed | April 18, 2026, 12:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37c9439fc8190a69cfb1a13da4c19 |
completed | April 18, 2026, 12:44 p.m. |
Created at: April 8, 2026, 9:25 p.m.