Triple
T2629490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNAT |
E59598
|
entity |
| Predicate | includesTool |
P1393
|
FINISHED |
| Object |
GNATprep
GNATprep is a preprocessing tool in the GNAT Ada toolchain used to conditionally compile and configure Ada source code before compilation.
|
E59598
|
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: GNATprep | Statement: [GNAT, includesTool, GNATprep]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNATprep Context triple: [GNAT, includesTool, GNATprep]
-
A.
gnat
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
B.
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.
-
C.
GNU Pascal
GNU Pascal is a free, open-source Pascal compiler that is part of the GNU project and designed to be compatible with various Pascal standards.
-
D.
GNU Compiler Collection
The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
-
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: GNATprep Triple: [GNAT, includesTool, GNATprep]
Generated description
GNATprep is a preprocessing tool in the GNAT Ada toolchain used to conditionally compile and configure Ada source code before compilation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNATprep Target entity description: GNATprep is a preprocessing tool in the GNAT Ada toolchain used to conditionally compile and configure Ada source code before compilation.
-
A.
gnat
chosen
GNAT is a free, open-source Ada compiler and toolchain that is part of the GNU Compiler Collection (GCC).
-
B.
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.
-
C.
GNU Pascal
GNU Pascal is a free, open-source Pascal compiler that is part of the GNU project and designed to be compatible with various Pascal standards.
-
D.
GNU Compiler Collection
The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
-
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.
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_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8c452508190b02e1630d725497a |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90a44a348190b8b49b37418dd94b |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af9172ba248190bbc68a00b43d9b44 |
completed | March 10, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af92500920819082c651f75a06dd72 |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:50 p.m.