Triple

T11348017
Position Surface form Disambiguated ID Type / Status
Subject Battle of Quifangondo E268770 entity
Predicate defendingForce P696 FINISHED
Object MPLA forces E261450 NE FINISHED

How this triple was built (2 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: MPLA forces | Statement: [Battle of Quifangondo, defendingForce, MPLA forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MPLA forces
Context triple: [Battle of Quifangondo, defendingForce, MPLA forces]
  • A. Armed Forces for the Liberation of Angola
    The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
  • B. 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.
  • C. 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.
  • D. MPLA chosen
    The MPLA (People's Movement for the Liberation of Angola) is a Marxist-origin political party and former liberation movement that became Angola's ruling party after independence.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea214bb88190bb66f7fd3ef73081 completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5438d7b58819093cc1407fefe8ab5 completed April 19, 2026, 9:05 p.m.
Created at: April 8, 2026, 9:33 p.m.