Triple

T7959570
Position Surface form Disambiguated ID Type / Status
Subject Democratic Party (South Africa) E184826 entity
Predicate hasPredecessor P97 FINISHED
Object National Democratic Movement
The National Democratic Movement was a South African political party that served as an earlier formation in the country’s centrist-liberal opposition landscape before the rise of the modern Democratic Party.
 E704059 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: National Democratic Movement | Statement: [Democratic Party (South Africa), hasPredecessor, National Democratic Movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Democratic Movement
Context triple: [Democratic Party (South Africa), hasPredecessor, National Democratic Movement]
  • A. United National Movement
    The United National Movement is a major pro-Western political party in Georgia known for leading the Rose Revolution and implementing sweeping reforms under Mikheil Saakashvili’s leadership.
  • B. National Democratic Action
    National Democratic Action is an Ecuadorian political movement and electoral alliance associated with President Daniel Noboa.
  • C. National Liberation Party
    The National Liberation Party is a major social-democratic political party in Costa Rica that has played a central role in the country’s modern democratic history, frequently leading its governments.
  • D. 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.
  • E. United Democratic Front
    The United Democratic Front is a major political alliance in the Indian state of Kerala, led by the Indian National Congress and comprising several regional and community-based parties.
  • 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: National Democratic Movement
Triple: [Democratic Party (South Africa), hasPredecessor, National Democratic Movement]
Generated description
The National Democratic Movement was a South African political party that served as an earlier formation in the country’s centrist-liberal opposition landscape before the rise of the modern Democratic Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Democratic Movement
Target entity description: The National Democratic Movement was a South African political party that served as an earlier formation in the country’s centrist-liberal opposition landscape before the rise of the modern Democratic Party.
  • A. United National Movement
    The United National Movement is a major pro-Western political party in Georgia known for leading the Rose Revolution and implementing sweeping reforms under Mikheil Saakashvili’s leadership.
  • B. National Democratic Action
    National Democratic Action is an Ecuadorian political movement and electoral alliance associated with President Daniel Noboa.
  • C. National Liberation Party
    The National Liberation Party is a major social-democratic political party in Costa Rica that has played a central role in the country’s modern democratic history, frequently leading its governments.
  • D. 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.
  • E. United Democratic Front
    The United Democratic Front is a major political alliance in the Indian state of Kerala, led by the Indian National Congress and comprising several regional and community-based parties.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8136448190890f007fb4fb7625 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe07d31a881909e891fdd73c4467b completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe554dfd881909edf2c20a7035f17 completed March 31, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69cc3429f4148190981d30c3cc4c3c9a completed March 31, 2026, 8:52 p.m.
Created at: March 30, 2026, 5:12 p.m.