Triple
T6947605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marthinus Theunis Steyn |
E160835
|
entity |
| Predicate | commemoratedBy |
P500
|
FINISHED |
| Object |
M. T. Steyn Memorial School (Hoërskool President Steyn)
M. T. Steyn Memorial School (Hoërskool President Steyn) is a South African secondary school named in honor of former Orange Free State President Marthinus Theunis Steyn.
|
E631347
|
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: M. T. Steyn Memorial School (Hoërskool President Steyn) | Statement: [Marthinus Theunis Steyn, commemoratedBy, M. T. Steyn Memorial School (Hoërskool President Steyn)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M. T. Steyn Memorial School (Hoërskool President Steyn) Context triple: [Marthinus Theunis Steyn, commemoratedBy, M. T. Steyn Memorial School (Hoërskool President Steyn)]
-
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.
Hoërskool Pietersburg
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
-
C.
Mphaphuli High School
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
-
D.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
-
E.
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.
- 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: M. T. Steyn Memorial School (Hoërskool President Steyn) Triple: [Marthinus Theunis Steyn, commemoratedBy, M. T. Steyn Memorial School (Hoërskool President Steyn)]
Generated description
M. T. Steyn Memorial School (Hoërskool President Steyn) is a South African secondary school named in honor of former Orange Free State President Marthinus Theunis Steyn.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M. T. Steyn Memorial School (Hoërskool President Steyn) Target entity description: M. T. Steyn Memorial School (Hoërskool President Steyn) is a South African secondary school named in honor of former Orange Free State President Marthinus Theunis Steyn.
-
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.
Hoërskool Pietersburg
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
-
C.
Mphaphuli High School
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
-
D.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
-
E.
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.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6daabc624819091a03289241b43c8 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75870719481908312b387a3c6ce81 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759d65a008190a6121949651dcd5c |
completed | March 28, 2026, 4:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a7a0af88190abf9d1dc4efd8b29 |
completed | March 28, 2026, 4:35 a.m. |
Created at: March 27, 2026, 2:28 p.m.