Triple
T11958595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU NYU Ada Translator |
E284612
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
GNAT Pro
GNAT Pro is a professional, fully supported Ada development environment and toolchain based on the GNAT compiler, used for building high-reliability and safety-critical software systems.
|
E956200
|
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 Pro | Statement: [GNU NYU Ada Translator, hasVariant, GNAT Pro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNAT Pro Context triple: [GNU NYU Ada Translator, hasVariant, GNAT Pro]
-
A.
GNAT Pro Assurance
GNAT Pro Assurance is a high-reliability, safety- and security-focused Ada development and verification tool suite from AdaCore used for long-term, certifiable software projects in critical domains.
-
B.
AdaCore
AdaCore is a software company specializing in high-integrity, safety- and security-critical development tools and compilers for the Ada programming language.
-
C.
GNATmake
GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
-
D.
gnat
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
E.
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.
- 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 Pro Triple: [GNU NYU Ada Translator, hasVariant, GNAT Pro]
Generated description
GNAT Pro is a professional, fully supported Ada development environment and toolchain based on the GNAT compiler, used for building high-reliability and safety-critical software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNAT Pro Target entity description: GNAT Pro is a professional, fully supported Ada development environment and toolchain based on the GNAT compiler, used for building high-reliability and safety-critical software systems.
-
A.
GNAT Pro Assurance
chosen
GNAT Pro Assurance is a high-reliability, safety- and security-focused Ada development and verification tool suite from AdaCore used for long-term, certifiable software projects in critical domains.
-
B.
AdaCore
AdaCore is a software company specializing in high-integrity, safety- and security-critical development tools and compilers for the Ada programming language.
-
C.
GNATmake
GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
-
D.
gnat
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
E.
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.
- 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_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_69f471c931a88190a9d29262c62b9472 |
completed | May 1, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_69f47b7ac4048190ae09f18f1a90338f |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47db91f38819092b7b5c5e2bb489b |
completed | May 1, 2026, 10:17 a.m. |
Created at: April 8, 2026, 9:45 p.m.