Triple
T2535770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Ghana |
E56264
|
entity |
| Predicate | securityAgency |
P1429
|
FINISHED |
| Object |
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.
|
E274017
|
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 Service | Statement: [Government of Ghana, securityAgency, Ghana Police Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Police Service Context triple: [Government of Ghana, securityAgency, Ghana Police Service]
-
A.
Nigeria Police Force
The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
-
B.
Ghana Air Force
The Ghana Air Force is the aerial warfare branch of Ghana's armed forces, responsible for defending the country's airspace and providing air support for military and humanitarian operations.
-
C.
Liberia National Police
The Liberia National Police is the national law enforcement agency of Liberia responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
-
D.
South African Police Service
The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
-
E.
Malian Police
The Malian Police is the national law enforcement agency of Mali responsible for maintaining public order, ensuring internal security, and enforcing the country’s laws.
- 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 Service Triple: [Government of Ghana, securityAgency, Ghana Police Service]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Police Service Target entity description: 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.
-
A.
Nigeria Police Force
The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
-
B.
Ghana Air Force
The Ghana Air Force is the aerial warfare branch of Ghana's armed forces, responsible for defending the country's airspace and providing air support for military and humanitarian operations.
-
C.
Liberia National Police
The Liberia National Police is the national law enforcement agency of Liberia responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
-
D.
South African Police Service
The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
-
E.
Malian Police
The Malian Police is the national law enforcement agency of Mali responsible for maintaining public order, ensuring internal security, and enforcing the country’s laws.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2965fe08190a4aedaf636076241 |
completed | March 7, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bbf248481908f588bc1cf46d168 |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af43444ba481909311e86f5ab3a2c9 |
completed | March 9, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af43a2055c8190906a984afe0298c9 |
completed | March 9, 2026, 10:03 p.m. |
Created at: March 6, 2026, 9:47 p.m.