Triple

T11058955
Position Surface form Disambiguated ID Type / Status
Subject Huambo E261453 entity
Predicate notableBattle P259 FINISHED
Object Battle of Huambo (1993–1994)
The Battle of Huambo (1993–1994) was a major and protracted confrontation during the Angolan Civil War, in which government forces and UNITA rebels fought for control of the strategically vital city of Huambo, resulting in heavy casualties and widespread destruction.
E902782 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: Battle of Huambo (1993–1994) | Statement: [Huambo, notableBattle, Battle of Huambo (1993–1994)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Huambo (1993–1994)
Context triple: [Huambo, notableBattle, Battle of Huambo (1993–1994)]
  • A. Battle of Cuito Cuanavale
    The Battle of Cuito Cuanavale was a major late-1980s confrontation in Angola between South African and allied forces and Angolan and Cuban troops, widely regarded as a turning point in the South African Border War and in the regional struggle against apartheid.
  • B. Battle of Cutanda
    The Battle of Cutanda was a 1120 clash during the Reconquista in which King Alfonso I of Aragon decisively defeated the Almoravid forces in northeastern Spain.
  • C. Chinhoyi Battle of 1966
    The Chinhoyi Battle of 1966 was an early armed confrontation in the Rhodesian Bush War, marking one of the first significant guerrilla attacks by Zimbabwean nationalists against the white-minority regime.
  • D. Angola–Benguela Front
    The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
  • E. Battle of Wau
    The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
  • 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: Battle of Huambo (1993–1994)
Triple: [Huambo, notableBattle, Battle of Huambo (1993–1994)]
Generated description
The Battle of Huambo (1993–1994) was a major and protracted confrontation during the Angolan Civil War, in which government forces and UNITA rebels fought for control of the strategically vital city of Huambo, resulting in heavy casualties and widespread destruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Huambo (1993–1994)
Target entity description: The Battle of Huambo (1993–1994) was a major and protracted confrontation during the Angolan Civil War, in which government forces and UNITA rebels fought for control of the strategically vital city of Huambo, resulting in heavy casualties and widespread destruction.
  • A. Battle of Cuito Cuanavale
    The Battle of Cuito Cuanavale was a major late-1980s confrontation in Angola between South African and allied forces and Angolan and Cuban troops, widely regarded as a turning point in the South African Border War and in the regional struggle against apartheid.
  • B. Battle of Cutanda
    The Battle of Cutanda was a 1120 clash during the Reconquista in which King Alfonso I of Aragon decisively defeated the Almoravid forces in northeastern Spain.
  • C. Chinhoyi Battle of 1966
    The Chinhoyi Battle of 1966 was an early armed confrontation in the Rhodesian Bush War, marking one of the first significant guerrilla attacks by Zimbabwean nationalists against the white-minority regime.
  • D. Angola–Benguela Front
    The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
  • E. Battle of Wau
    The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798a4f3f88190a29710f64cef9d25 completed April 9, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c87ab0308190a6a6ada1708f0ec2 completed April 18, 2026, 6:07 p.m.
NEDg Description generation batch_69e3cefc00148190a1850dc6e31523c3 completed April 18, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69e3d014a644819092c76aa02b573ca9 completed April 18, 2026, 6:40 p.m.
Created at: April 8, 2026, 9:26 p.m.