Triple

T11016579
Position Surface form Disambiguated ID Type / Status
Subject GNUstep E260379 entity
Predicate hasComponent P35 FINISHED
Object GNUstep Make
GNUstep Make is the build system component of the GNUstep project, providing makefiles and tools to compile and install Objective-C and GNUstep-based software.
 E260379 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 Make | Statement: [GNUstep, hasComponent, GNUstep Make]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GNUstep Make
Context triple: [GNUstep, hasComponent, GNUstep Make]
  • 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. GNU Make
    GNU Make is a widely used build automation tool that controls the compilation and linking of programs by interpreting makefiles to manage dependencies and execute commands efficiently.
  • D. GNU Automake
    GNU Automake is a build system tool that automatically generates portable Makefiles for software packages, following GNU coding and packaging standards.
  • E. GNATmake
    GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
  • 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 Make
Triple: [GNUstep, hasComponent, GNUstep Make]
Generated description
GNUstep Make is the build system component of the GNUstep project, providing makefiles and tools to compile and install Objective-C and GNUstep-based software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GNUstep Make
Target entity description: GNUstep Make is the build system component of the GNUstep project, providing makefiles and tools to compile and install Objective-C and GNUstep-based software.
  • A. GNUstep chosen
    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. GNU Make
    GNU Make is a widely used build automation tool that controls the compilation and linking of programs by interpreting makefiles to manage dependencies and execute commands efficiently.
  • D. GNU Automake
    GNU Automake is a build system tool that automatically generates portable Makefiles for software packages, following GNU coding and packaging standards.
  • E. GNATmake
    GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
  • F. None of above.

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.