Triple
T4573454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francois Pienaar |
E123088
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Hoërskool Pietersburg
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
|
E453813
|
NE FINISHED |
How this triple was built (4 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: Hoërskool Pietersburg | Statement: [Francois Pienaar, education, Hoërskool Pietersburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoërskool Pietersburg Context triple: [Francois Pienaar, education, Hoërskool Pietersburg]
-
A.
Pietermaritzburg Girls’ High School
Pietermaritzburg Girls’ High School is a prominent public girls’ secondary school in Pietermaritzburg, South Africa, known for its strong academic performance and rich traditions.
-
B.
Durban High School
Durban High School is a historic and prestigious all-boys secondary school in Durban, South Africa, known for its strong academic and sporting traditions.
-
C.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
-
D.
Johannesburg Indian High School
Johannesburg Indian High School was a segregated secondary school in Johannesburg that educated many Indian South Africans, including anti-apartheid activist Ahmed Kathrada.
-
E.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Hoërskool Pietersburg Triple: [Francois Pienaar, education, Hoërskool Pietersburg]
Generated description
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoërskool Pietersburg Target entity description: Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
-
A.
Pietermaritzburg Girls’ High School
Pietermaritzburg Girls’ High School is a prominent public girls’ secondary school in Pietermaritzburg, South Africa, known for its strong academic performance and rich traditions.
-
B.
Durban High School
Durban High School is a historic and prestigious all-boys secondary school in Durban, South Africa, known for its strong academic and sporting traditions.
-
C.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
-
D.
Johannesburg Indian High School
Johannesburg Indian High School was a segregated secondary school in Johannesburg that educated many Indian South Africans, including anti-apartheid activist Ahmed Kathrada.
-
E.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
- F. None of above. chosen
Provenance (5 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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58c89a5c81909a78bf0ac64777ad |
completed | March 20, 2026, 2:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdd3dde41c81909adf91b53450e590 |
completed | March 20, 2026, 11:10 p.m. |
| NEDg | Description generation | batch_69bdd79fe75c8190b672b80898d3cbf2 |
completed | March 20, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdd85966348190841f272f347ee33f |
completed | March 20, 2026, 11:29 p.m. |
Created at: March 20, 2026, 1:10 p.m.