Triple

T11958588
Position Surface form Disambiguated ID Type / Status
Subject GNU NYU Ada Translator E284612 entity
Predicate hasComponent P35 FINISHED
Object GNAT binder
GNAT binder is a tool in the GNAT Ada compilation system that analyzes and links Ada units, determining their elaboration order and generating the final executable.
E956199 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: GNAT binder | Statement: [GNU NYU Ada Translator, hasComponent, GNAT binder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GNAT binder
Context triple: [GNU NYU Ada Translator, hasComponent, GNAT binder]
  • A. GNATmake
    GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
  • B. gnat
    GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
  • C. AdaCore
    AdaCore is a software company specializing in high-integrity, safety- and security-critical development tools and compilers for the Ada programming language.
  • D. GNU NYU Ada Translator
    GNU NYU Ada Translator is a free, open-source Ada compiler developed as part of the GNU Compiler Collection (GCC) and originally created at New York University.
  • E. GCC
    GCC is a regional political and economic union of Arab states bordering the Persian Gulf, focused on cooperation in areas such as trade, security, and cultural affairs.
  • 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: GNAT binder
Triple: [GNU NYU Ada Translator, hasComponent, GNAT binder]
Generated description
GNAT binder is a tool in the GNAT Ada compilation system that analyzes and links Ada units, determining their elaboration order and generating the final executable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GNAT binder
Target entity description: GNAT binder is a tool in the GNAT Ada compilation system that analyzes and links Ada units, determining their elaboration order and generating the final executable.
  • A. GNATmake
    GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
  • B. gnat
    GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
  • C. AdaCore
    AdaCore is a software company specializing in high-integrity, safety- and security-critical development tools and compilers for the Ada programming language.
  • D. GNU NYU Ada Translator
    GNU NYU Ada Translator is a free, open-source Ada compiler developed as part of the GNU Compiler Collection (GCC) and originally created at New York University.
  • E. GCC
    GCC is the commonly used abbreviation for the Grand Council of the Crees, the political body representing the Cree Nation of Eeyou Istchee in northern Quebec, Canada.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903681a00819098c2b5260e2ef834 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f459210d1c8190953cd01da3d2ad04 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.