Triple

T11850021
Position Surface form Disambiguated ID Type / Status
Subject Garden Route District Municipality E281882 entity
Predicate mayorParty P352 FINISHED
Object Democratic Alliance
The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and strong support in urban and Western Cape municipalities.
E184826 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: [Garden Route District Municipality, mayorParty, Democratic Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Alliance
Context triple: [Garden Route District Municipality, mayorParty, Democratic Alliance]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Democratic Party (South Africa)
    The Democratic Party (South Africa) was a liberal opposition party during the late apartheid and early post-apartheid era that later became a core component of the Democratic Alliance.
  • E. National Democratic Party
    The National Democratic Party is a political organization typically associated with center-left, social-democratic policies and participation in democratic electoral systems.
  • 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: [Garden Route District Municipality, mayorParty, Democratic Alliance]
Generated description
The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and strong support in urban and Western Cape municipalities.
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 strong support in urban and Western Cape municipalities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Democratic Party (South Africa) chosen
    The Democratic Party (South Africa) was a liberal opposition party during the late apartheid and early post-apartheid era that later became a core component of the Democratic Alliance.
  • E. National Democratic Party
    The National Democratic Party is a political organization typically associated with center-left, social-democratic policies and participation in democratic electoral systems.
  • F. None of above.

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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65db52c8190a218736da17d0153 completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167b947d48190a07da6f5255d289a completed April 29, 2026, 2:06 a.m.
NEDg Description generation batch_69f17005c318819090e54bc64d135477 completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17814de1881908973af026af5d1d1 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.