Triple
T364502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NeXT Inc. |
E7928
|
entity |
| Predicate | keySoftwareTechnology |
P1482
|
FINISHED |
| Object |
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.
|
E46997
|
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 Foundation Kit | Statement: [NeXT Inc., keySoftwareTechnology, NeXTSTEP Foundation Kit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NeXTSTEP Foundation Kit Context triple: [NeXT Inc., keySoftwareTechnology, NeXTSTEP Foundation Kit]
-
A.
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.
-
B.
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.
-
C.
XNU
XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
-
D.
NeXT Inc.
NeXT Inc. was a computer company founded by Steve Jobs that developed advanced workstations and the NeXTSTEP operating system, which later formed the technological foundation for macOS and iOS.
-
E.
NeXT Mail
NeXT Mail was an innovative early email and multimedia messaging application for the NeXTSTEP operating system, notable for pioneering features like integrated rich text and audio attachments.
- 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 Foundation Kit Triple: [NeXT Inc., keySoftwareTechnology, NeXTSTEP Foundation Kit]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NeXTSTEP Foundation Kit Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
XNU
XNU is the hybrid operating system kernel developed by Apple that powers macOS and other Apple platforms, combining components from Mach and BSD.
-
D.
NeXT Inc.
NeXT Inc. was a computer company founded by Steve Jobs that developed advanced workstations and the NeXTSTEP operating system, which later formed the technological foundation for macOS and iOS.
-
E.
NeXT Mail
NeXT Mail was an innovative early email and multimedia messaging application for the NeXTSTEP operating system, notable for pioneering features like integrated rich text and audio attachments.
- 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_69a2e7e880008190a6ad7e06e5d03007 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ee29ede0819095279af95b53e350 |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f0a5e5dc81909363a31e9b713368 |
completed | March 1, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69a3f128b6008190afacdb055a84a9c4 |
completed | March 1, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f181e55c8190a3995775ff6ceeb9 |
completed | March 1, 2026, 7:57 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.