Triple

T2367217
Position Surface form Disambiguated ID Type / Status
Subject Angolan Civil War E46009 entity
Predicate mainBelligerent P375 FINISHED
Object MPLA
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.
 E261450 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: MPLA | Statement: [Angolan Civil War, mainBelligerent, MPLA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MPLA
Context triple: [Angolan Civil War, mainBelligerent, MPLA]
  • A. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • B. Fretilin
    Fretilin is a major political party and former independence movement in East Timor that played a central role in the country’s struggle against Indonesian occupation and its subsequent nation-building.
  • C. ZANU–PF
    ZANU–PF is Zimbabwe’s dominant political party, long led by Robert Mugabe and central to the country’s post-independence governance and politics.
  • D. Uganda People’s Congress
    The Uganda People’s Congress is a major political party in Uganda that has played a central role in the country’s post-independence politics, including forming several early governments.
  • E. National Assembly of Angola
    The National Assembly of Angola is the unicameral parliamentary body responsible for making national laws and overseeing the government in Angola.
  • 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: MPLA
Triple: [Angolan Civil War, mainBelligerent, MPLA]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MPLA
Target entity description: 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.
  • A. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • B. Fretilin
    Fretilin is a major political party and former independence movement in East Timor that played a central role in the country’s struggle against Indonesian occupation and its subsequent nation-building.
  • C. ZANU–PF
    ZANU–PF is Zimbabwe’s dominant political party, long led by Robert Mugabe and central to the country’s post-independence governance and politics.
  • D. Uganda People’s Congress
    The Uganda People’s Congress is a major political party in Uganda that has played a central role in the country’s post-independence politics, including forming several early governments.
  • E. National Assembly of Angola
    The National Assembly of Angola is the unicameral parliamentary body responsible for making national laws and overseeing the government in Angola.
  • 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_69aea89ae4688190be2e0825f0875ed3 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac4b9b108190b440c991342df9b6 completed March 9, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69aeacc8445481908a3ae8bd62493413 completed March 9, 2026, 11:19 a.m.
Created at: March 4, 2026, 7:56 p.m.