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.