Triple
T11016578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNUstep |
E260379
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
GNUstep Back
GNUstep Back is the backend component of the GNUstep project that provides low-level drawing and windowing support for its Objective-C GUI framework across different platforms.
|
E900217
|
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: GNUstep Back | Statement: [GNUstep, hasComponent, GNUstep Back]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNUstep Back Context triple: [GNUstep, hasComponent, GNUstep Back]
-
A.
GNUstep
GNUstep is a free, open-source implementation of the NeXTSTEP/OPENSTEP APIs, providing a cross-platform object-oriented development environment primarily based on the Objective-C language.
-
B.
GNUStep Objective-C runtime extensions
GNUStep Objective-C runtime extensions are enhancements to the Objective-C runtime developed by the GNUstep project, adding advanced features such as improved reflection, dynamic loading, and language interoperability beyond the standard Objective-C runtime.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: GNUstep Back Triple: [GNUstep, hasComponent, GNUstep Back]
Generated description
GNUstep Back is the backend component of the GNUstep project that provides low-level drawing and windowing support for its Objective-C GUI framework across different platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNUstep Back Target entity description: GNUstep Back is the backend component of the GNUstep project that provides low-level drawing and windowing support for its Objective-C GUI framework across different platforms.
-
A.
GNUstep
GNUstep is a free, open-source implementation of the NeXTSTEP/OPENSTEP APIs, providing a cross-platform object-oriented development environment primarily based on the Objective-C language.
-
B.
GNUStep Objective-C runtime extensions
GNUStep Objective-C runtime extensions are enhancements to the Objective-C runtime developed by the GNUstep project, adding advanced features such as improved reflection, dynamic loading, and language interoperability beyond the standard Objective-C runtime.
-
C.
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.
-
D.
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.
-
E.
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.
- 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.