Triple

T387436
Position Surface form Disambiguated ID Type / Status
Subject Sekai Holland E8808 entity
Predicate coFounderOf P104 FINISHED
Object Movement for Democratic Change
The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
 E49398 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: Movement for Democratic Change | Statement: [Sekai Holland, coFounderOf, Movement for Democratic Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Movement for Democratic Change
Context triple: [Sekai Holland, coFounderOf, Movement for Democratic Change]
  • A. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • B. Progressive Alliance
    The Progressive Alliance is an international network of social-democratic, socialist, and progressive political parties and organizations that collaborate to promote democracy, social justice, and sustainable development worldwide.
  • C. Reform Party of the United States of America
    The Reform Party of the United States of America is a minor centrist political party founded by Ross Perot in the 1990s that has occasionally attracted high-profile figures dissatisfied with the Republican and Democratic parties.
  • D. Green Party of the United States
    The Green Party of the United States is a left-wing political party emphasizing environmentalism, social justice, grassroots democracy, and nonviolence.
  • E. International Democrat Union
    The International Democrat Union is a global alliance of center-right political parties that promotes conservative and Christian-democratic values and cooperation across democratic countries.
  • 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: Movement for Democratic Change
Triple: [Sekai Holland, coFounderOf, Movement for Democratic Change]
Generated description
The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Movement for Democratic Change
Target entity description: The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • A. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • B. Progressive Alliance
    The Progressive Alliance is an international network of social-democratic, socialist, and progressive political parties and organizations that collaborate to promote democracy, social justice, and sustainable development worldwide.
  • C. Reform Party of the United States of America
    The Reform Party of the United States of America is a minor centrist political party founded by Ross Perot in the 1990s that has occasionally attracted high-profile figures dissatisfied with the Republican and Democratic parties.
  • D. Green Party of the United States
    The Green Party of the United States is a left-wing political party emphasizing environmentalism, social justice, grassroots democracy, and nonviolence.
  • E. International Democrat Union
    The International Democrat Union is a global alliance of center-right political parties that promotes conservative and Christian-democratic values and cooperation across democratic countries.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5828d881909e8810061c02480c completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a403500d048190874ff9e3078d86fe completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a4041ef2d8819086370c7f55887ae5 completed March 1, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_69a4048229bc8190afe728fce60b8eac completed March 1, 2026, 9:18 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.