Triple

T9595183
Position Surface form Disambiguated ID Type / Status
Subject Ghana Air Force E231512 entity
Predicate subordinateTo P258 FINISHED
Object Ministry of Defence of Ghana
The Ministry of Defence of Ghana is the government body responsible for formulating defence policy and overseeing the Ghana Armed Forces and the country’s national security interests.
E808563 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: Ministry of Defence of Ghana | Statement: [Ghana Air Force, subordinateTo, Ministry of Defence of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Defence of Ghana
Context triple: [Ghana Air Force, subordinateTo, Ministry of Defence of 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. Ghana Armed Forces
    The Ghana Armed Forces is the unified military organization responsible for defending Ghana’s sovereignty and territorial integrity by land, sea, and air.
  • C. Ministry of Defense of Côte d’Ivoire
    The Ministry of Defense of Côte d’Ivoire is the national government body responsible for formulating and implementing the country’s defense policy and overseeing its armed forces.
  • D. 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.
  • E. Cabinet of Ghana
    The Cabinet of Ghana is the central decision-making body of senior government ministers that advises the President and directs national executive policy.
  • 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: Ministry of Defence of Ghana
Triple: [Ghana Air Force, subordinateTo, Ministry of Defence of Ghana]
Generated description
The Ministry of Defence of Ghana is the government body responsible for formulating defence policy and overseeing the Ghana Armed Forces and the country’s national security interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Defence of Ghana
Target entity description: The Ministry of Defence of Ghana is the government body responsible for formulating defence policy and overseeing the Ghana Armed Forces and the country’s national security interests.
  • 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. Ghana Armed Forces
    The Ghana Armed Forces is the unified military organization responsible for defending Ghana’s sovereignty and territorial integrity by land, sea, and air.
  • C. Ministry of Defense of Côte d’Ivoire
    The Ministry of Defense of Côte d’Ivoire is the national government body responsible for formulating and implementing the country’s defense policy and overseeing its armed forces.
  • D. 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.
  • E. Cabinet of Ghana
    The Cabinet of Ghana is the central decision-making body of senior government ministers that advises the President and directs national executive policy.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a14fd308190beb8fda5a9e912c7 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16199845881908f8a91182ca48250 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d16230a99481909d82d03babe6729a completed April 4, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69d16321aba88190a7e8359dbaa5362b completed April 4, 2026, 7:14 p.m.
Created at: March 30, 2026, 8:07 p.m.