Triple

T9786830
Position Surface form Disambiguated ID Type / Status
Subject Third World liberation movements E237506 entity
Predicate included P1393 FINISHED
Object Popular Movement for the Liberation of Angola
The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
E821003 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: Popular Movement for the Liberation of Angola | Statement: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Popular Movement for the Liberation of Angola
Context triple: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
  • A. Front for the Liberation of the Enclave of Cabinda
    The Front for the Liberation of the Enclave of Cabinda (FLEC) is a separatist organization that has long sought independence for the oil-rich Angolan exclave of Cabinda through political and armed struggle.
  • B. UNITA
    UNITA (National Union for the Total Independence of Angola) was a major Angolan rebel movement and political organization that fought against the MPLA-led government during and after the country’s struggle for independence and throughout the Angolan Civil War.
  • C. Alliance of Democratic Forces for the Liberation of Congo-Zaire
    The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
  • 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. Movement for the Liberation of Congo
    The Movement for the Liberation of Congo was a major rebel group and political movement in the Democratic Republic of the Congo, led by Jean-Pierre Bemba, that played a significant role in the country’s civil conflicts before transitioning into a political party.
  • 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: Popular Movement for the Liberation of Angola
Triple: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
Generated description
The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Popular Movement for the Liberation of Angola
Target entity description: The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
  • A. Front for the Liberation of the Enclave of Cabinda
    The Front for the Liberation of the Enclave of Cabinda (FLEC) is a separatist organization that has long sought independence for the oil-rich Angolan exclave of Cabinda through political and armed struggle.
  • B. UNITA
    UNITA (National Union for the Total Independence of Angola) was a major Angolan rebel movement and political organization that fought against the MPLA-led government during and after the country’s struggle for independence and throughout the Angolan Civil War.
  • C. Alliance of Democratic Forces for the Liberation of Congo-Zaire
    The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
  • 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. Movement for the Liberation of Congo
    The Movement for the Liberation of Congo was a major rebel group and political movement in the Democratic Republic of the Congo, led by Jean-Pierre Bemba, that played a significant role in the country’s civil conflicts before transitioning into a political party.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda211b0608190bc8ceb905d02db83 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c427cb2c81909fce8e1958ab3282 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c55c25d48190a73deee049130f05 completed April 5, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5dd88488190a9444bf473472276 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:27 p.m.