Triple

T18656393
Position Surface form Disambiguated ID Type / Status
Subject Frederick Chiluba E456075 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Movement for Multi-Party Democracy — NE NERFINISHED

How this triple was built (3 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: Movement for Multi-Party Democracy | Statement: [Frederick Chiluba, memberOfPoliticalParty, Movement for Multi-Party Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Movement for Multi-Party Democracy
Context triple: [Frederick Chiluba, memberOfPoliticalParty, Movement for Multi-Party Democracy]
  • A. Party of Democratic Changes
    The Party of Democratic Changes was a Croatian political party that emerged from the former communist ruling party during the country’s transition to multi-party democracy in the early 1990s.
  • B. Movement for Democracy
    The Movement for Democracy is a Slovak political party known for its centrist, pro-democratic stance and association with former president Ivan Gašparovič.
  • C. Democracy and the Party System
    "Democracy and the Party System" is an essay by Julius Nyerere that analyzes how democratic governance should function within a socialist, one-party political framework.
  • D. Polyarchy: Participation and Opposition
    Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
  • E. Patterns of Democracy
    Patterns of Democracy is a comparative politics book by Arend Lijphart that systematically analyzes and contrasts different democratic systems around the world, especially majoritarian and consensus models.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Movement for Multi-Party Democracy
Target entity description: The Movement for Multi-Party Democracy is a Zambian political party that led the country’s transition from one-party rule to multiparty democracy in the early 1990s.
  • A. Party of Democratic Changes
    The Party of Democratic Changes was a Croatian political party that emerged from the former communist ruling party during the country’s transition to multi-party democracy in the early 1990s.
  • B. Movement for Democracy
    The Movement for Democracy is a Slovak political party known for its centrist, pro-democratic stance and association with former president Ivan Gašparovič.
  • C. Democracy and the Party System
    "Democracy and the Party System" is an essay by Julius Nyerere that analyzes how democratic governance should function within a socialist, one-party political framework.
  • D. Polyarchy: Participation and Opposition
    Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
  • E. Patterns of Democracy
    Patterns of Democracy is a comparative politics book by Arend Lijphart that systematically analyzes and contrasts different democratic systems around the world, especially majoritarian and consensus models.
  • F. None of above. chosen

Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:47 a.m.