Triple

T18133593
Position Surface form Disambiguated ID Type / Status
Subject South African Army Training Formation E434078 entity
Predicate oversees P46 FINISHED
Object South African Army schools — NE NERFINISHED

How this triple was built (3 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: South African Army schools | Statement: [South African Army Training Formation, oversees, South African Army schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African Army schools
Context triple: [South African Army Training Formation, oversees, South African Army schools]
  • A. Agulhas Negras Military Academy
    Agulhas Negras Military Academy is Brazil’s premier Army officer training institution, responsible for educating and forming the country’s future military leaders.
  • B. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • C. South African Naval College
    The South African Naval College is the primary officer training academy of the South African Navy, responsible for educating and preparing naval officers for service.
  • D. Zimbabwe Military Academy
    The Zimbabwe Military Academy is the primary officer training institution of Zimbabwe’s armed forces, responsible for educating and commissioning future military leaders.
  • E. Defence College of Technical Training
    The Defence College of Technical Training is a United Kingdom military training institution responsible for delivering specialist technical education and professional development across the armed forces.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South African Army schools
Target entity description: South African Army schools are specialized military training institutions that provide professional education and skills development for soldiers and officers across various army disciplines in South Africa.
  • A. Agulhas Negras Military Academy
    Agulhas Negras Military Academy is Brazil’s premier Army officer training institution, responsible for educating and forming the country’s future military leaders.
  • B. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • C. South African Naval College
    The South African Naval College is the primary officer training academy of the South African Navy, responsible for educating and preparing naval officers for service.
  • D. Zimbabwe Military Academy
    The Zimbabwe Military Academy is the primary officer training institution of Zimbabwe’s armed forces, responsible for educating and commissioning future military leaders.
  • E. Defence College of Technical Training
    The Defence College of Technical Training is a United Kingdom military training institution responsible for delivering specialist technical education and professional development across the armed forces.
  • F. None of above. chosen

Provenance (2 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de04321c81909c0b9d47757720fd completed April 19, 2026, 1:52 p.m.
Created at: April 10, 2026, 10:29 a.m.