Triple

T2071112
Position Surface form Disambiguated ID Type / Status
Subject Air Chief Marshal E44817 entity
Predicate usedBy P260 FINISHED
Object 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.
 E231512 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 Air Force | Statement: [Air Chief Marshal, usedBy, Ghana Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghana Air Force
Context triple: [Air Chief Marshal, usedBy, Ghana Air Force]
  • A. Kenya Air Force
    The Kenya Air Force is the aerial warfare branch of Kenya’s military, responsible for defending the country’s airspace and providing air support to ground and naval forces.
  • B. Angolan Air Force
    The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
  • C. Ethiopian Air Force
    The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
  • D. Nigerian Air Force
    The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
  • E. South African Air Force
    The South African Air Force is the air warfare branch of South Africa’s military, responsible for aerial defense, transport, and support operations.
  • 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 Air Force
Triple: [Air Chief Marshal, usedBy, Ghana Air Force]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghana Air Force
Target entity description: 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.
  • A. Kenya Air Force
    The Kenya Air Force is the aerial warfare branch of Kenya’s military, responsible for defending the country’s airspace and providing air support to ground and naval forces.
  • B. Angolan Air Force
    The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
  • C. Ethiopian Air Force
    The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
  • D. Nigerian Air Force
    The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
  • E. South African Air Force
    The South African Air Force is the air warfare branch of South Africa’s military, responsible for aerial defense, transport, and support operations.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba0d20bc8190b19a32157f8b1607 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae272bd51881909b7da12925195417 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28e6d8fc8190b5c0215607214b41 completed March 9, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae29556978819082f771e0723c4f0b completed March 9, 2026, 1:58 a.m.
Created at: March 4, 2026, 7:41 p.m.