Triple

T11196809
Position Surface form Disambiguated ID Type / Status
Subject Drakenstein Municipality E264943 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 role as the primary opposition to the African National Congress.
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: [Drakenstein Municipality, mayorParty, Democratic Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Alliance
Context triple: [Drakenstein 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: [Drakenstein Municipality, mayorParty, Democratic Alliance]
Generated description
The Democratic Alliance is a major South African political party known for its liberal, pro-market policies and role as the primary opposition to the 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 role as the primary opposition to the African National Congress.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8c082fc8190866c574f698b59ef completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4840640688190a5b3c36883b8fce8 completed April 19, 2026, 7:28 a.m.
NEDg Description generation batch_69e48718731c819084ae4ab94e79ca29 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e487f99abc8190a789286a4fc13eff completed April 19, 2026, 7:44 a.m.
Created at: April 8, 2026, 9:29 p.m.