Triple

T5940336
Position Surface form Disambiguated ID Type / Status
Subject Soweto Uprising E132149 entity
Predicate opposedBy P437 FINISHED
Object South African security forces E188601 NE FINISHED

How this triple was built (2 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 security forces | Statement: [Soweto Uprising, opposedBy, South African security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African security forces
Context triple: [Soweto Uprising, opposedBy, South African security forces]
  • A. South African Intelligence Corps
    The South African Intelligence Corps is a specialized branch of the South African Army responsible for military intelligence gathering, analysis, and support to operational planning.
  • B. Armed Forces of South Africa
    The Armed Forces of South Africa are the unified military forces of the Republic of South Africa, responsible for the country’s defense, peacekeeping operations, and regional security engagements.
  • C. South African Police Service chosen
    The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
  • D. South African Special Forces Brigade
    The South African Special Forces Brigade is an elite special operations formation of the South African National Defence Force, specializing in high-risk missions such as reconnaissance, counter-terrorism, and unconventional warfare.
  • E. South African Army
    The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038f101c081908fb530d2f1f358fc completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c079dfe4819097598ec1f564e810 completed March 23, 2026, 4:24 a.m.
Created at: March 22, 2026, 4:01 p.m.