Triple
T10652694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African politics |
E251009
|
entity |
| Predicate | transitionProcess |
P12008
|
FINISHED |
| Object | Convention for a Democratic South Africa |
E182364
|
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: Convention for a Democratic South Africa | Statement: [South African politics, transitionProcess, Convention for a Democratic South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Convention for a Democratic South Africa Context triple: [South African politics, transitionProcess, Convention for a Democratic South Africa]
-
A.
Convention for a Democratic South Africa (CODESA)
chosen
The Convention for a Democratic South Africa (CODESA) was a multi-party negotiating forum in the early 1990s that laid the groundwork for ending apartheid and establishing a democratic constitutional order in South Africa.
-
B.
Freedom Charter
The Freedom Charter is a historic 1955 South African political manifesto that articulated the core democratic and anti-apartheid principles of the liberation movement, calling for equality, human rights, and shared national wealth.
-
C.
Congress of the People
The Congress of the People was a pivotal 1955 multi-racial gathering in South Africa where anti-apartheid groups adopted the Freedom Charter, laying ideological foundations for the struggle against apartheid.
-
D.
The Africa We Want
"The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
-
E.
South Africa: No Middle Road
South Africa: No Middle Road is a political work by anti-apartheid leader Joe Slovo that analyzes apartheid-era South Africa and argues for a revolutionary path to socialism.
- 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: transitionProcess Context triple: [South African politics, transitionProcess, Convention for a Democratic South Africa]
-
A.
transitionProgram
chosen
Indicates a relationship where one entity serves as a program or structured process that facilitates another entity’s transition from one state, phase, or condition to another.
-
B.
transition
Indicates a change of state or condition from one form, phase, or situation to another.
-
C.
transitionTo
Indicates a change in state, condition, or phase from one defined status to another.
-
D.
transitionCharacteristic
Indicates a relationship where an entity is characterized by how it changes state or condition over time or between phases.
-
E.
formsTransitionBetween
Indicates that one state, phase, or condition serves as an intermediate link or bridge leading from one distinct state, phase, or condition to another.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff78ec88190a4d1863fe87245f6 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a71fac48190a6d7c99ebc5aad0a |
completed | April 10, 2026, 10:32 p.m. |
| PD | Predicate disambiguation | batch_69d6dd8753108190b799ffa0c760526e |
completed | April 8, 2026, 10:58 p.m. |
Created at: April 8, 2026, 9:06 p.m.