Triple
T11555999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana Immigration Service |
E274018
|
entity |
| Predicate | hasTrainingInstitution |
P345
|
FINISHED |
| Object |
Ghana Immigration Service Academy and Training School
The Ghana Immigration Service Academy and Training School is the main institution responsible for training and professional development of officers and recruits of the Ghana Immigration Service.
|
E935706
|
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: Ghana Immigration Service Academy and Training School | Statement: [Ghana Immigration Service, hasTrainingInstitution, Ghana Immigration Service Academy and Training School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Immigration Service Academy and Training School Context triple: [Ghana Immigration Service, hasTrainingInstitution, Ghana Immigration Service Academy and Training School]
-
A.
Ghana Police College
Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
-
B.
Ghana Military Academy
The Ghana Military Academy is the principal officer training institution of Ghana’s armed forces, responsible for preparing cadets for leadership roles in the army and other military branches.
-
C.
Ghana Immigration Service
The Ghana Immigration Service is the state agency responsible for regulating immigration, enforcing border control, and managing the entry and residence of foreigners in Ghana.
-
D.
Ghana Institute of Management and Public Administration
The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
-
E.
Armed Forces Command and Staff College, Ghana
The Armed Forces Command and Staff College, Ghana is a premier military higher-education institution that provides advanced professional training and leadership development for officers of the Ghana Armed Forces and allied nations.
- 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: Ghana Immigration Service Academy and Training School Triple: [Ghana Immigration Service, hasTrainingInstitution, Ghana Immigration Service Academy and Training School]
Generated description
The Ghana Immigration Service Academy and Training School is the main institution responsible for training and professional development of officers and recruits of the Ghana Immigration Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Immigration Service Academy and Training School Target entity description: The Ghana Immigration Service Academy and Training School is the main institution responsible for training and professional development of officers and recruits of the Ghana Immigration Service.
-
A.
Ghana Police College
Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
-
B.
Ghana Military Academy
The Ghana Military Academy is the principal officer training institution of Ghana’s armed forces, responsible for preparing cadets for leadership roles in the army and other military branches.
-
C.
Ghana Immigration Service
The Ghana Immigration Service is the state agency responsible for regulating immigration, enforcing border control, and managing the entry and residence of foreigners in Ghana.
-
D.
Ghana Institute of Management and Public Administration
The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
-
E.
Armed Forces Command and Staff College, Ghana
The Armed Forces Command and Staff College, Ghana is a premier military higher-education institution that provides advanced professional training and leadership development for officers of the Ghana Armed Forces and allied nations.
- 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a86be308190973fea5d7db8ba9d |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a75e4c1c81909eac9ebaf66e9ab8 |
completed | April 22, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69e8aa378edc8190807451b1855a4502 |
completed | April 22, 2026, 11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e8b05117988190aa029efa250053db |
completed | April 22, 2026, 11:26 a.m. |
Created at: April 8, 2026, 9:37 p.m.