Triple
T22116314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technikon system in South Africa |
E546552
|
entity |
| Predicate | transformationPeriod |
P302
|
FINISHED |
| Object | late 1990s to mid-2000s |
—
|
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: late 1990s to mid-2000s | Statement: [Technikon system in South Africa, transformationPeriod, late 1990s to mid-2000s]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transformationPeriod Context triple: [Technikon system in South Africa, transformationPeriod, late 1990s to mid-2000s]
-
A.
establishedTransitionPeriod
Indicates that an entity has formally set or defined a specific transition period between two states, conditions, or arrangements.
-
B.
timePeriodFormulated
Indicates the time period during which something (such as a concept, theory, or plan) was formulated or developed.
-
C.
timePeriod
chosen
Indicates the specific span or interval of time during which an event, state, or relationship occurs or is valid.
-
D.
periodizedAs
Indicates that something has been divided or organized into distinct time periods according to a particular periodization scheme.
-
E.
implementationPeriod
Indicates the time span during which a plan, project, or agreement is actively carried out or executed.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294dc1148190b95ff00f475a6713 |
completed | April 28, 2026, 9:40 p.m. |
| PD | Predicate disambiguation | batch_69e71b2ed7348190b6fa2e52f54393fb |
completed | April 21, 2026, 6:37 a.m. |
Created at: April 16, 2026, 8:31 p.m.