Triple
T10625257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States–South Africa relations |
E250305
|
entity |
| Predicate | improvedAfter |
P1691
|
FINISHED |
| Object | 1994 South African general election |
E701667
|
NE FINISHED |
How this triple was built (3 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: 1994 South African general election | Statement: [United States–South Africa relations, improvedAfter, 1994 South African general election]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1994 South African general election Context triple: [United States–South Africa relations, improvedAfter, 1994 South African general election]
-
A.
1994 South African general election
chosen
The 1994 South African general election was the country’s first fully democratic, multiracial national vote that ended apartheid rule and brought Nelson Mandela and the African National Congress to power.
-
B.
1984 South African general election
The 1984 South African general election was the first national vote under apartheid’s new tricameral parliamentary system, introducing separate chambers for white, Coloured, and Indian voters while still excluding the Black majority.
-
C.
South African general election, 1999
The South African general election of 1999 was the country's second democratic national vote after the end of apartheid, resulting in Thabo Mbeki succeeding Nelson Mandela as president.
-
D.
2004 South African general election
The 2004 South African general election was a national parliamentary vote in which South Africans elected members of the National Assembly and provincial legislatures, resulting in the African National Congress retaining power under President Thabo Mbeki.
-
E.
South African general election, 1987
The South African general election of 1987 was a whites-only parliamentary election held under apartheid, in which the ruling National Party retained power amid growing internal resistance and international pressure for reform.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: improvedAfter Context triple: [United States–South Africa relations, improvedAfter, 1994 South African general election]
-
A.
improvesOn
Indicates that one entity enhances, refines, or performs better than another entity, typically by addressing its limitations or increasing its effectiveness.
-
B.
seeksToImprove
Indicates an intentional effort by one entity to make another entity or condition better than its current state.
-
C.
after
chosen
Indicates that one event, state, or action occurs later in time than another, following it in temporal order.
-
D.
wasUpgradedFor
Indicates that one entity was improved, enhanced, or updated specifically to serve, benefit, or be compatible with another entity.
-
E.
improvesAccessToward
Indicates that one entity enhances or facilitates the ability of another entity to reach, use, or benefit from a resource, service, or opportunity.
- F. None of above.
Provenance (4 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_69d6aa5993448190a493b790b8f85010 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6df80a30c81909f36fe221cf68822 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b9a27f881908e451bfa6c118af4 |
completed | April 10, 2026, 9:28 p.m. |
| PD | Predicate disambiguation | batch_69d6dd7fae088190973f70c69738af49 |
completed | April 8, 2026, 10:58 p.m. |
Created at: April 8, 2026, 8:54 p.m.