Triple
T28112665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Senior Certificate examinations |
E710536
|
entity |
| Predicate | linkedQualificationLevel |
P132049
|
FINISHED |
| Object | NQF Level 4 (South Africa) |
—
|
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: NQF Level 4 (South Africa) | Statement: [National Senior Certificate examinations, linkedQualificationLevel, NQF Level 4 (South Africa)]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: linkedQualificationLevel Context triple: [National Senior Certificate examinations, linkedQualificationLevel, NQF Level 4 (South Africa)]
-
A.
qualificationLevel
chosen
Indicates the degree or rank of competence, certification, or formal credentials required for or possessed in relation to something.
-
B.
certificationLevel
Indicates the specific rank or degree of formal qualification or authorization that an entity has achieved within a defined certification system.
-
C.
associatedQualification
Indicates a relationship where a qualification is linked or connected to an entity, such as a person, role, or position, as a relevant credential.
-
D.
qualificationLeadsTo
Indicates that obtaining a particular qualification results in or enables a subsequent outcome, status, or opportunity.
-
E.
designationLevel
Indicates the specific rank, tier, or level assigned to an entity within a designation or classification system.
- 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_69ef9b72f63081909dfbc2c1ddae86c6 |
completed | April 27, 2026, 5:22 p.m. |
| NER | Named-entity recognition | batch_69f74c70fd248190a9d5543afcb08211 |
completed | May 3, 2026, 1:24 p.m. |
| PD | Predicate disambiguation | batch_69f7478e3b548190a51d5d436e2bb036 |
completed | May 3, 2026, 1:03 p.m. |
Created at: April 27, 2026, 9:12 p.m.