Triple

T4643428
Position Surface form Disambiguated ID Type / Status
Subject Hawk T-series E101707 entity
Predicate usedBy P260 FINISHED
Object Zimbabwe Air Force
The Zimbabwe Air Force is the aerial warfare branch of Zimbabwe’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
 E136481 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: Zimbabwe Air Force | Statement: [Hawk T-series, usedBy, Zimbabwe Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zimbabwe Air Force
Context triple: [Hawk T-series, usedBy, Zimbabwe Air Force]
  • A. Zimbabwe Defence Forces
    The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
  • B. No. 2 Squadron Air Force of Zimbabwe
    No. 2 Squadron Air Force of Zimbabwe is a unit of the Air Force of Zimbabwe known for operating combat and training aircraft from Thornhill Air Base.
  • C. Botswana Defence Force Air Wing
    The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
  • D. Rhodesian Air Force
    The Rhodesian Air Force was the aerial warfare branch of Rhodesia’s military, known for its combat operations during the Rhodesian Bush War before the country became Zimbabwe.
  • 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: Zimbabwe Air Force
Triple: [Hawk T-series, usedBy, Zimbabwe Air Force]
Generated description
The Zimbabwe Air Force is the aerial warfare branch of Zimbabwe’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zimbabwe Air Force
Target entity description: The Zimbabwe Air Force is the aerial warfare branch of Zimbabwe’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • A. Zimbabwe Defence Forces chosen
    The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
  • B. No. 2 Squadron Air Force of Zimbabwe
    No. 2 Squadron Air Force of Zimbabwe is a unit of the Air Force of Zimbabwe known for operating combat and training aircraft from Thornhill Air Base.
  • C. Botswana Defence Force Air Wing
    The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
  • D. Rhodesian Air Force
    The Rhodesian Air Force was the aerial warfare branch of Rhodesia’s military, known for its combat operations during the Rhodesian Bush War before the country became Zimbabwe.
  • 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.

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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a94486c819087ef8811dcde83b1 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfad80f14819097e022c9d9da17eb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfdd7d3b881909dd8b362802005d8 completed March 21, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69bdfe48ed088190ba1de18bba4e9977 completed March 21, 2026, 2:11 a.m.
Created at: March 20, 2026, 1:14 p.m.