Triple

T792663
Position Surface form Disambiguated ID Type / Status
Subject East African campaign E16947 entity
Predicate involves P1256 FINISHED
Object 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.
E94108 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 Army | Statement: [East African campaign, involves, South African Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African Army
Context triple: [East African campaign, involves, South African Army]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 1st South African Division
    The 1st South African Division was a World War II infantry division of the South African Army that fought with the British Eighth Army in the North African campaign.
  • E. Boer forces
    Boer forces were the predominantly mounted, guerrilla-style republican commandos of the South African Boers that fought against the British Empire during the Anglo-Boer Wars.
  • 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 Army
Triple: [East African campaign, involves, South African Army]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African Army
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 1st South African Division
    The 1st South African Division was a World War II infantry division of the South African Army that fought with the British Eighth Army in the North African campaign.
  • E. Boer forces
    Boer forces were the predominantly mounted, guerrilla-style republican commandos of the South African Boers that fought against the British Empire during the Anglo-Boer Wars.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a79a3bbc81908d818c50a366b0f8 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67880f9608190b0676eb47ea99ca1 completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a678f962c881909884c2af15f41d65 completed March 3, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69a67953f2bc8190bbbf8d4ae9c2c3bc completed March 3, 2026, 6:01 a.m.
Created at: March 1, 2026, 7:38 p.m.