Triple

T22332725
Position Surface form Disambiguated ID Type / Status
Subject Geordin Hill-Lewis E552062 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Democratic Alliance
The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and opposition to the long-ruling African National Congress.
E1530505 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: Democratic Alliance | Statement: [Geordin Hill-Lewis, memberOfPoliticalParty, Democratic Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Alliance
Context triple: [Geordin Hill-Lewis, memberOfPoliticalParty, Democratic Alliance]
  • A. Democratic Alliance
    The Democratic Alliance was a major centrist-liberal political party of the French Third Republic that represented middle-class republican interests and often served as a key parliamentary force between the left and right.
  • B. Democratic Alliance (historical)
    The Democratic Alliance (historical) was a Portuguese center-right electoral coalition active during the early years of the country’s post-dictatorship democracy, formed to contest elections against the dominant left-wing parties.
  • C. South African Party
    The South African Party was a major early 20th-century political party that governed the Union of South Africa and promoted a policy of white unity and gradual segregation before being succeeded by the National Party.
  • D. South African Congress of Democrats
    The South African Congress of Democrats was a multiracial, white-led anti-apartheid political organization allied with the African National Congress and active in resistance campaigns during the 1950s and early 1960s.
  • E. Labour Party (South Africa)
    The Labour Party (South Africa) was a political party that primarily represented the interests of the Coloured community during the apartheid era and participated in various segregated parliamentary structures.
  • 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: Democratic Alliance
Triple: [Geordin Hill-Lewis, memberOfPoliticalParty, Democratic Alliance]
Generated description
The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and opposition to the long-ruling African National Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Alliance
Target entity description: The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and opposition to the long-ruling African National Congress.
  • A. Democratic Alliance
    The Democratic Alliance was a major centrist-liberal political party of the French Third Republic that represented middle-class republican interests and often served as a key parliamentary force between the left and right.
  • B. Democratic Alliance (historical)
    The Democratic Alliance (historical) was a Portuguese center-right electoral coalition active during the early years of the country’s post-dictatorship democracy, formed to contest elections against the dominant left-wing parties.
  • C. South African Party
    The South African Party was a major early 20th-century political party that governed the Union of South Africa and promoted a policy of white unity and gradual segregation before being succeeded by the National Party.
  • D. South African Congress of Democrats
    The South African Congress of Democrats was a multiracial, white-led anti-apartheid political organization allied with the African National Congress and active in resistance campaigns during the 1950s and early 1960s.
  • E. Labour Party (South Africa)
    The Labour Party (South Africa) was a political party that primarily represented the interests of the Coloured community during the apartheid era and participated in various segregated parliamentary structures.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577c1a5c819092ac468a7d5ce499 completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad526a268819084cd7df7d7de1a23 completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad993b9188190aacf482038b3cd29 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada0cef848190864a88d7baa24a81 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 8:43 p.m.