Triple
T11555945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana Police Service |
E274017
|
entity |
| Predicate | hasTrainingInstitution |
P345
|
FINISHED |
| Object |
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.
|
E932909
|
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 Police College | Statement: [Ghana Police Service, hasTrainingInstitution, Ghana Police College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Police College Context triple: [Ghana Police Service, hasTrainingInstitution, Ghana Police College]
-
A.
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.
-
B.
National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
-
C.
Liberia National Police Training Academy
The Liberia National Police Training Academy is the central institution responsible for educating and preparing recruits and officers for service in Liberia’s national police force.
-
D.
Police Staff College, Jos
Police Staff College, Jos is a premier Nigerian law enforcement training institution that provides advanced professional development and leadership courses for officers of the Nigeria Police Force.
-
E.
Ghana Police Service
The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
- 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 Police College Triple: [Ghana Police Service, hasTrainingInstitution, Ghana Police College]
Generated description
Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Police College Target entity description: Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
-
A.
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.
-
B.
National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
-
C.
Liberia National Police Training Academy
The Liberia National Police Training Academy is the central institution responsible for educating and preparing recruits and officers for service in Liberia’s national police force.
-
D.
Police Staff College, Jos
Police Staff College, Jos is a premier Nigerian law enforcement training institution that provides advanced professional development and leadership courses for officers of the Nigeria Police Force.
-
E.
Ghana Police Service
The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
- 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_69e6e865c3008190bc2f04a1048f2fed |
completed | April 21, 2026, 3 a.m. |
| NEDg | Description generation | batch_69e6ef93e7d88190af3853b82de23c1b |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f9144afc819081ee7f78e32ad39a |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.