Triple
T28112640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Senior Certificate examinations |
E710536
|
entity |
| Predicate | resultOutcome |
P59870
|
FINISHED |
| Object |
National Senior Certificate pass
A National Senior Certificate pass is the official indication that a learner has met the minimum academic requirements to successfully complete South Africa’s Grade 12 school-leaving qualification.
|
E710536
|
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: National Senior Certificate pass | Statement: [National Senior Certificate examinations, resultOutcome, National Senior Certificate pass]
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: National Senior Certificate pass Triple: [National Senior Certificate examinations, resultOutcome, National Senior Certificate pass]
Generated description
A National Senior Certificate pass is the official indication that a learner has met the minimum academic requirements to successfully complete South Africa’s Grade 12 school-leaving qualification.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: resultOutcome Context triple: [National Senior Certificate examinations, resultOutcome, National Senior Certificate pass]
-
A.
result
Indicates that one entity is produced, caused, or brought about as an outcome or consequence of another entity or process.
-
B.
resultDetermination
Indicates the process or criteria by which an outcome, decision, or result is established or concluded from given inputs or conditions.
-
C.
outcomeOf
chosen
Indicates that one entity is the result, consequence, or product that arises from another entity, event, or process.
-
D.
resultUsage
Indicates how the outcome or result of an action, process, or event is used, applied, or consumed in relation to another entity or context.
-
E.
outcomeType
Indicates the specific category or nature of the result produced by an event, process, or action.
- F. None of above.
Provenance (6 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_69f6e6029a10819098ff21f58079e70e |
completed | May 3, 2026, 6:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a15c92f1ec081908145c130b8bb4226 |
completed | May 26, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a15cd5638608190966aa8b6b25cac73 |
completed | May 26, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a15cddd23d881909ba5b38887d14737 |
completed | May 26, 2026, 4:44 p.m. |
| PD | Predicate disambiguation | batch_69f6e3d5e8188190b1e1c2e5d1b77031 |
completed | May 3, 2026, 5:57 a.m. |
Created at: April 27, 2026, 9:12 p.m.