Triple
T5849101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyril Ramaphosa |
E129983
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Mphaphuli High School
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
|
E552048
|
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: Mphaphuli High School | Statement: [Cyril Ramaphosa, educatedAt, Mphaphuli High School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mphaphuli High School Context triple: [Cyril Ramaphosa, educatedAt, Mphaphuli High School]
-
A.
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.
-
B.
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.
-
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.
Lobamba Royal School
Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
-
E.
Hoërskool Pietersburg
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
- 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: Mphaphuli High School Triple: [Cyril Ramaphosa, educatedAt, Mphaphuli High School]
Generated description
Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mphaphuli High School Target entity description: Mphaphuli High School is a South African secondary school best known as one of the institutions attended by President Cyril Ramaphosa.
-
A.
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.
-
B.
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.
-
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.
Lobamba Royal School
Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
-
E.
Hoërskool Pietersburg
Hoërskool Pietersburg is a South African high school best known for being the alma mater of former Springbok rugby captain Francois Pienaar.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035145a0c8190941945a83a3f2416 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1b052288190ace51e65f1d888ab |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a5ab04e481909dca08da3e851088 |
completed | March 23, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a63aca6c8190bd33b063c8285e34 |
completed | March 23, 2026, 2:32 a.m. |
Created at: March 22, 2026, 3:55 p.m.