Triple
T1605040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Party |
E34481
|
entity |
| Predicate | governanceApproach |
P4331
|
FINISHED |
| Object | gradualist approach to segregation |
—
|
LITERAL FINISHED |
How this triple was built (2 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: gradualist approach to segregation | Statement: [South African Party, governanceApproach, gradualist approach to segregation]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: governanceApproach Context triple: [South African Party, governanceApproach, gradualist approach to segregation]
-
A.
governanceModel
Indicates the type or structure of authority, decision-making, and control that defines how an entity is directed and overseen.
-
B.
governance
Indicates the relationship in which one entity exercises authority, control, or decision-making power over the policies, actions, or direction of another entity or system.
-
C.
governanceChallenge
Indicates a situation where the structures, processes, or actors responsible for governing face difficulties, obstacles, or conflicts that hinder effective decision-making or oversight.
-
D.
managementApproach
Indicates the strategy, methods, or style used to direct, organize, and oversee the activities or resources of an entity or process.
-
E.
policyApproach
chosen
Indicates the strategy, method, or overall course of action adopted in creating, implementing, or managing a policy.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69a907c35f848190a2428c52e81d013e |
completed | March 5, 2026, 4:34 a.m. |
Created at: March 4, 2026, 7:28 p.m.