Triple

T2367237
Position Surface form Disambiguated ID Type / Status
Subject Angolan Civil War E46009 entity
Predicate significantBattle P259 FINISHED
Object Battle of Quifangondo
The Battle of Quifangondo was a pivotal 1975 clash near Luanda in which MPLA forces, backed by Cuban and Soviet support, repelled a major FNLA and Zairian offensive, helping secure MPLA control at the outset of the Angolan Civil War.
E268770 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 Quifangondo | Statement: [Angolan Civil War, significantBattle, Battle of Quifangondo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Quifangondo
Context triple: [Angolan Civil War, significantBattle, Battle of Quifangondo]
  • A. Battle of Suipacha
    The Battle of Suipacha was an early 1810 patriot victory over Spanish royalist forces in present-day Bolivia that boosted the independence movement in the Río de la Plata region.
  • B. Battle of Otumba
    The Battle of Otumba was a pivotal 1520 engagement in central Mexico where Hernán Cortés’s outnumbered Spanish and allied Indigenous forces defeated a large Aztec army, helping to secure the eventual fall of the Aztec Empire.
  • C. Battle of Huaqui
    The Battle of Huaqui was a major 1811 royalist victory over revolutionary forces that halted the early advance of the Argentine-led independence movement into Upper Peru (modern Bolivia).
  • D. Battle of Malaun
    The Battle of Malaun was a key 1815 engagement between British East India Company forces and the Kingdom of Nepal that helped determine the outcome of the Anglo-Nepalese War.
  • E. Battle of Konna
    The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
  • 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 Quifangondo
Triple: [Angolan Civil War, significantBattle, Battle of Quifangondo]
Generated description
The Battle of Quifangondo was a pivotal 1975 clash near Luanda in which MPLA forces, backed by Cuban and Soviet support, repelled a major FNLA and Zairian offensive, helping secure MPLA control at the outset of the Angolan Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Quifangondo
Target entity description: The Battle of Quifangondo was a pivotal 1975 clash near Luanda in which MPLA forces, backed by Cuban and Soviet support, repelled a major FNLA and Zairian offensive, helping secure MPLA control at the outset of the Angolan Civil War.
  • A. Battle of Suipacha
    The Battle of Suipacha was an early 1810 patriot victory over Spanish royalist forces in present-day Bolivia that boosted the independence movement in the Río de la Plata region.
  • B. Battle of Otumba
    The Battle of Otumba was a pivotal 1520 engagement in central Mexico where Hernán Cortés’s outnumbered Spanish and allied Indigenous forces defeated a large Aztec army, helping to secure the eventual fall of the Aztec Empire.
  • C. Battle of Huaqui
    The Battle of Huaqui was a major 1811 royalist victory over revolutionary forces that halted the early advance of the Argentine-led independence movement into Upper Peru (modern Bolivia).
  • D. Battle of Malaun
    The Battle of Malaun was a key 1815 engagement between British East India Company forces and the Kingdom of Nepal that helped determine the outcome of the Anglo-Nepalese War.
  • E. Battle of Konna
    The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc74b6bdc8190a12b2bcaa2dd7616 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0913e748190bbb5c54b86b415bd completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef57af0ac8190a0a7a5c321ff90a1 completed March 9, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_69aef6f613ac8190b8951d8a62dfba22 completed March 9, 2026, 4:36 p.m.
Created at: March 4, 2026, 7:56 p.m.