Triple
T23130327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Mines and Technology |
E577148
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Ministry of Education (Ghana) |
—
|
NE NERFINISHED |
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: Ministry of Education (Ghana) | Statement: [University of Mines and Technology, affiliation, Ministry of Education (Ghana)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Education (Ghana) Context triple: [University of Mines and Technology, affiliation, Ministry of Education (Ghana)]
-
A.
Ghana Ministry of Education
chosen
The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.
-
B.
Ghana Education Service
Ghana Education Service is the government agency responsible for implementing national education policies and overseeing pre-tertiary public schools in Ghana.
-
C.
Ghana Tertiary Education Commission
The Ghana Tertiary Education Commission is the national regulatory body responsible for overseeing, coordinating, and ensuring quality standards across universities and other tertiary institutions in Ghana.
-
D.
Ministry of Education
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
-
E.
Ministry of Education
The Ministry of Education is Brunei's government department responsible for formulating and implementing national education policies and overseeing the country’s educational system.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e8671f48190887e57d5723e49c1 |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.