Triple
T22353603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pinetown |
E552594
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
Pinetown Central
Pinetown Central is the main commercial and administrative hub of Pinetown, a town in the greater Durban area of KwaZulu-Natal, South Africa.
|
E1532018
|
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: Pinetown Central | Statement: [Pinetown, hasSuburb, Pinetown Central]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pinetown Central Context triple: [Pinetown, hasSuburb, Pinetown Central]
-
A.
Durban Avenue School
Durban Avenue School is a public elementary school serving young students in the Hopatcong community of New Jersey.
-
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.
Durban Girls' College
Durban Girls' College is a prestigious independent girls' school in Durban, South Africa, known for its strong academic reputation and notable alumnae.
-
E.
Nelson Mandela Park Public School
Nelson Mandela Park Public School is a public elementary school located in Toronto’s Regent Park neighborhood, serving a diverse urban community.
- 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: Pinetown Central Triple: [Pinetown, hasSuburb, Pinetown Central]
Generated description
Pinetown Central is the main commercial and administrative hub of Pinetown, a town in the greater Durban area of KwaZulu-Natal, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pinetown Central Target entity description: Pinetown Central is the main commercial and administrative hub of Pinetown, a town in the greater Durban area of KwaZulu-Natal, South Africa.
-
A.
Durban Avenue School
Durban Avenue School is a public elementary school serving young students in the Hopatcong community of New Jersey.
-
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.
Durban Girls' College
Durban Girls' College is a prestigious independent girls' school in Durban, South Africa, known for its strong academic reputation and notable alumnae.
-
E.
Nelson Mandela Park Public School
Nelson Mandela Park Public School is a public elementary school located in Toronto’s Regent Park neighborhood, serving a diverse urban community.
- 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_69e11e4a0ad08190a385b4d343cf6524 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157cd934c8190b9d60805e24ae6a6 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae05c2bd4819086f51f6cb64f59c4 |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1285bc88190a0d4eb0672f562ff |
completed | May 18, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1913ccc8190b6ad98b8df636153 |
completed | May 18, 2026, 9:53 a.m. |
Created at: April 16, 2026, 8:44 p.m.