Triple
T1605249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of National Unity (South Africa) |
E34486
|
entity |
| Predicate | excludedMajorParty |
P30225
|
FINISHED |
| Object |
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.
|
E184826
|
NE FINISHED |
How this triple was built (5 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 Party (South Africa) | Statement: [Government of National Unity (South Africa), excludedMajorParty, Democratic Party (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party (South Africa) Context triple: [Government of National Unity (South Africa), excludedMajorParty, Democratic Party (South Africa)]
-
A.
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.
-
B.
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.
-
C.
United Party (South Africa)
The United Party (South Africa) was a major mid-20th-century South African political party that promoted a more moderate alternative to hardline apartheid policies before being eclipsed by the National Party.
-
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.
South African Communist Party
The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
- 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 Party (South Africa) Triple: [Government of National Unity (South Africa), excludedMajorParty, Democratic Party (South Africa)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democratic Party (South Africa) Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
United Party (South Africa)
The United Party (South Africa) was a major mid-20th-century South African political party that promoted a more moderate alternative to hardline apartheid policies before being eclipsed by the National Party.
-
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.
South African Communist Party
The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: excludedMajorParty Context triple: [Government of National Unity (South Africa), excludedMajorParty, Democratic Party (South Africa)]
-
A.
wasMajorPartyDuring
Indicates that an entity functioned as a major political party during a specified time period or event.
-
B.
otherMajorParty
Indicates that an entity is affiliated with a major political party other than a specified primary or reference party.
-
C.
eligibleParties
Indicates that certain entities are qualified or permitted to participate in, benefit from, or be subject to a specified agreement, process, or condition.
-
D.
hasMajorParties
Indicates that an entity is associated with its primary participating parties or main involved groups.
-
E.
bannedOppositionParties
Indicates that a governing authority has prohibited opposition political parties from operating or participating in the political process.
- F. None of above. chosen
Provenance (7 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a93fa6926081908bc78d15c0be3185 |
completed | March 5, 2026, 8:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c42c6c8190b245c3434e6bbcf8 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a7f592881909b8fd45444e6d715 |
completed | March 8, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5b64a1f0819087338ee504f70f5c |
completed | March 8, 2026, 11:20 a.m. |
| PD | Predicate disambiguation | batch_69a907c35f848190a2428c52e81d013e |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a93fa5aa04819084d1154ef900303f |
completed | March 5, 2026, 8:32 a.m. |
Created at: March 4, 2026, 7:28 p.m.