Triple
T2493914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | neoclassical economics |
E52109
|
entity |
| Predicate | coreTool |
P29151
|
FINISHED |
| Object | constrained optimization |
—
|
LITERAL FINISHED |
How this triple was built (2 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: constrained optimization | Statement: [neoclassical economics, coreTool, constrained optimization]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coreTool Context triple: [neoclassical economics, coreTool, constrained optimization]
-
A.
commandLineTool
Indicates that an entity is a software utility intended to be executed and interacted with via a text-based command-line interface.
-
B.
toolIn
Indicates that one entity is a tool or instrument used in or associated with another entity or context.
-
C.
typicalTools
chosen
Indicates that the related tools are commonly or characteristically used to perform the associated activity, task, or function.
-
D.
toolDeveloperFor
Indicates that one entity is the creator or developer of a tool that is used by or associated with another entity.
-
E.
coreCommand
Indicates that one entity serves as the primary or central command or control authority over another entity or process.
- F. None of above.
Provenance (3 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd193fe7881909b08768c44b15049 |
completed | March 7, 2026, 7:19 a.m. |
| PD | Predicate disambiguation | batch_69abd0b980b481908d4932bcea4a6167 |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:45 p.m.