Triple
T2535773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Ghana |
E56264
|
entity |
| Predicate | securityAgency |
P1429
|
FINISHED |
| Object |
Ghana National Fire Service
The Ghana National Fire Service is the state agency responsible for fire prevention, firefighting, and emergency rescue services throughout Ghana.
|
E274020
|
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 National Fire Service | Statement: [Government of Ghana, securityAgency, Ghana National Fire Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana National Fire Service Context triple: [Government of Ghana, securityAgency, Ghana National Fire Service]
-
A.
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.
-
B.
National Fire Service (United Kingdom)
The National Fire Service (United Kingdom) was the wartime nationalized fire brigade created in 1941 to coordinate and strengthen firefighting and civil defense across Britain during World War II.
-
C.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
D.
Vatican City Fire Brigade
The Vatican City Fire Brigade is the small professional firefighting and emergency response service responsible for protecting the buildings, residents, and visitors within Vatican City.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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 National Fire Service Triple: [Government of Ghana, securityAgency, Ghana National Fire Service]
Generated description
The Ghana National Fire Service is the state agency responsible for fire prevention, firefighting, and emergency rescue services throughout Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana National Fire Service Target entity description: The Ghana National Fire Service is the state agency responsible for fire prevention, firefighting, and emergency rescue services throughout Ghana.
-
A.
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.
-
B.
National Fire Service (United Kingdom)
The National Fire Service (United Kingdom) was the wartime nationalized fire brigade created in 1941 to coordinate and strengthen firefighting and civil defense across Britain during World War II.
-
C.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
D.
Vatican City Fire Brigade
The Vatican City Fire Brigade is the small professional firefighting and emergency response service responsible for protecting the buildings, residents, and visitors within Vatican City.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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.