Triple
T19047496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Art, Kumasi |
E466172
|
entity |
| Predicate | countryOfOriginOfStudents |
P134878
|
FINISHED |
| Object | Ghana |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ghana | Statement: [College of Art, Kumasi, countryOfOriginOfStudents, Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Context triple: [College of Art, Kumasi, countryOfOriginOfStudents, Ghana]
-
A.
Ghana
chosen
Ghana is a West African nation known for being the first sub-Saharan African country to gain independence from colonial rule and for its stable democracy and rich cultural heritage.
-
B.
Anyako, Ghana
Anyako, Ghana is a small coastal town in the Volta Region known as the hometown of internationally acclaimed sculptor El Anatsui.
-
C.
Ghan
The Ghan is a famous Australian long-distance passenger train that runs through the continent’s interior between Adelaide and Darwin.
-
D.
La Guinea
La Guinea is a small settlement located on Isla del Rey in Spain’s Balearic Islands.
-
E.
Côte d'Ivoire
Côte d'Ivoire is a West African country on the Gulf of Guinea known for its cocoa production, diverse cultures, and economic prominence in the region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: countryOfOriginOfStudents Context triple: [College of Art, Kumasi, countryOfOriginOfStudents, Ghana]
-
A.
countryOfCitizenshipOfMostStudents
Indicates the country in which the largest number of the students hold citizenship.
-
B.
studentOrigin
Indicates that a student originates from, or is associated with, a particular place, institution, or source.
-
C.
countryOfStud
Indicates that a person is studying or has studied in the specified country.
-
D.
countryOfStudy
Indicates that an entity pursued or is pursuing studies in the specified country.
-
E.
countryOfInstitution
Indicates the country in which an institution is located or officially based.
- F. None of above. chosen
Provenance (4 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d8057dec8190b9f1e0b54084ecec |
completed | April 20, 2026, 7:38 a.m. |
| PD | Predicate disambiguation | batch_69e4b99633c8819097988608c278ecf8 |
completed | April 19, 2026, 11:16 a.m. |
| PDg | Predicate description generation | batch_69e4c0fc3c4c8190abbfe06e1bd3325c |
completed | April 19, 2026, 11:48 a.m. |
Created at: April 10, 2026, 12:03 p.m.