Triple

T9798251
Position Surface form Disambiguated ID Type / Status
Subject South African Border War E237770 entity
Predicate mainBelligerent P375 FINISHED
Object People's Liberation Army of Namibia
The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
E821146 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: People's Liberation Army of Namibia | Statement: [South African Border War, mainBelligerent, People's Liberation Army of Namibia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: People's Liberation Army of Namibia
Context triple: [South African Border War, mainBelligerent, People's Liberation Army of Namibia]
  • A. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • B. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • C. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • D. Sudan People’s Liberation Army
    The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
  • E. Sudan Defence Force
    The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
  • 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: People's Liberation Army of Namibia
Triple: [South African Border War, mainBelligerent, People's Liberation Army of Namibia]
Generated description
The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: People's Liberation Army of Namibia
Target entity description: The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
  • A. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • B. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • C. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • D. Sudan People’s Liberation Army
    The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
  • E. Sudan Defence Force
    The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda627cc2c81909ccc2e26751f5e85 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.