Triple
T11958618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AdaCore |
E284613
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
GNATtest
GNATtest is an AdaCore testing tool designed to automate the generation and execution of unit tests for Ada software.
|
E956204
|
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: GNATtest | Statement: [AdaCore, product, GNATtest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNATtest Context triple: [AdaCore, product, GNATtest]
-
A.
gnat
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
B.
GNATmake
GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
-
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.
ObjectAda
ObjectAda is a commercial, object-oriented Ada development environment and compiler suite used for building and maintaining Ada applications.
- 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: GNATtest Triple: [AdaCore, product, GNATtest]
Generated description
GNATtest is an AdaCore testing tool designed to automate the generation and execution of unit tests for Ada software.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNATtest Target entity description: GNATtest is an AdaCore testing tool designed to automate the generation and execution of unit tests for Ada software.
-
A.
gnat
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
B.
GNATmake
GNATmake is the GNAT Ada compiler’s build tool that automatically manages multi-file project compilation and dependency tracking.
-
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.
ObjectAda
ObjectAda is a commercial, object-oriented Ada development environment and compiler suite used for building and maintaining Ada applications.
- 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.