Triple

T1979148
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of South Africa E42983 entity
Predicate serviceBranch P2099 FINISHED
Object South African Military Health Service
The South African Military Health Service is the branch of South Africa’s armed forces responsible for providing medical support, healthcare, and related services to military personnel and their dependents.
 E223640 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: South African Military Health Service | Statement: [Armed Forces of South Africa, serviceBranch, South African Military Health Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African Military Health Service
Context triple: [Armed Forces of South Africa, serviceBranch, South African Military Health Service]
  • A. 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.
  • 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 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.
  • D. Umkhonto we Sizwe
    Umkhonto we Sizwe was the armed wing of the African National Congress that led sabotage and guerrilla campaigns against South Africa’s apartheid regime.
  • E. 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.
  • 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: South African Military Health Service
Triple: [Armed Forces of South Africa, serviceBranch, South African Military Health Service]
Generated description
The South African Military Health Service is the branch of South Africa’s armed forces responsible for providing medical support, healthcare, and related services to military personnel and their dependents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South African Military Health Service
Target entity description: The South African Military Health Service is the branch of South Africa’s armed forces responsible for providing medical support, healthcare, and related services to military personnel and their dependents.
  • A. 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.
  • 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 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.
  • D. Umkhonto we Sizwe
    Umkhonto we Sizwe was the armed wing of the African National Congress that led sabotage and guerrilla campaigns against South Africa’s apartheid regime.
  • E. 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.
  • 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb43011188190b6a41c004e9e4802 completed March 7, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae032988ec8190b9012cbb77e7efa4 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae03c4faac8190a13aa0882eda3629 completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0445a9608190918a7bd45b9bf999 completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:36 p.m.