Triple
T3904858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mswati III |
E90580
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
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.
|
E397189
|
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: Lobamba Royal School | Statement: [Mswati III, education, Lobamba Royal School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lobamba Royal School Context triple: [Mswati III, education, Lobamba Royal School]
-
A.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural 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.
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.
-
D.
Penair School
Penair School is a coeducational secondary school and academy serving students in and around the city of Truro in Cornwall, England.
-
E.
Naparima Girls’ High School
Naparima Girls’ High School is a prestigious secondary school for girls located in San Fernando, Trinidad and Tobago, known for its strong academic performance and rich cultural and extracurricular programs.
- 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: Lobamba Royal School Triple: [Mswati III, education, Lobamba Royal School]
Generated description
Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lobamba Royal School Target entity description: Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
-
A.
Maritzburg College
Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural 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.
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.
-
D.
Penair School
Penair School is a coeducational secondary school and academy serving students in and around the city of Truro in Cornwall, England.
-
E.
Naparima Girls’ High School
Naparima Girls’ High School is a prestigious secondary school for girls located in San Fernando, Trinidad and Tobago, known for its strong academic performance and rich cultural and extracurricular programs.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed0fb9888190add847806555a14a |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca9d32881908538065ee71b31c2 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e08c7ac8190aab4b270258cdb69 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:22 p.m.