Triple

T9595326
Position Surface form Disambiguated ID Type / Status
Subject ACM E231516 entity
Predicate usedIn P98 FINISHED
Object Zambian Air Force
The Zambian Air Force is the air warfare branch of Zambia’s military, responsible for defending the nation’s airspace and providing aerial support to its armed forces.
 E808575 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: Zambian Air Force | Statement: [ACM, usedIn, Zambian Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zambian Air Force
Context triple: [ACM, usedIn, Zambian Air Force]
  • A. Air Force of Zimbabwe
    The Air Force of Zimbabwe is the aerial warfare branch of Zimbabwe’s military, responsible for defending the country’s airspace and providing air support to its armed forces.
  • B. 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.
  • C. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • D. 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.
  • E. 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.
  • 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: Zambian Air Force
Triple: [ACM, usedIn, Zambian Air Force]
Generated description
The Zambian Air Force is the air warfare branch of Zambia’s military, responsible for defending the nation’s airspace and providing aerial support to its armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zambian Air Force
Target entity description: The Zambian Air Force is the air warfare branch of Zambia’s military, responsible for defending the nation’s airspace and providing aerial support to its armed forces.
  • A. Air Force of Zimbabwe
    The Air Force of Zimbabwe is the aerial warfare branch of Zimbabwe’s military, responsible for defending the country’s airspace and providing air support to its armed forces.
  • B. 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.
  • C. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • D. 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.
  • E. 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.
  • 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.