Triple

T11258834
Position Surface form Disambiguated ID Type / Status
Subject Sandton E266508 entity
Predicate hasPart P35 FINISHED
Object Fourways
Fourways is a rapidly developing commercial and residential suburb in northern Johannesburg, South Africa, known for its large shopping centers, entertainment venues, and proximity to major business districts.
 E914715 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: Fourways | Statement: [Sandton, hasPart, Fourways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fourways
Context triple: [Sandton, hasPart, Fourways]
  • A. Bogside
    Bogside is a predominantly nationalist neighborhood in Derry, Northern Ireland, known as a focal point of civil rights protests and sectarian conflict during the Troubles.
  • B. Ruchill
    Ruchill is a residential district in the north of Glasgow, Scotland, known for its historic park and former hospital site.
  • C. Yorkhill
    Yorkhill is a residential neighbourhood in the city of Vaughan, Ontario, known for its diverse community and proximity to Toronto.
  • D. Bonhill
    Bonhill is a town in West Dunbartonshire, Scotland, situated on the eastern bank of the River Leven near the Vale of Leven.
  • E. Crumlin
    Crumlin is a village in County Antrim, Northern Ireland, known for its proximity to Belfast International Airport at Aldergrove.
  • 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: Fourways
Triple: [Sandton, hasPart, Fourways]
Generated description
Fourways is a rapidly developing commercial and residential suburb in northern Johannesburg, South Africa, known for its large shopping centers, entertainment venues, and proximity to major business districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fourways
Target entity description: Fourways is a rapidly developing commercial and residential suburb in northern Johannesburg, South Africa, known for its large shopping centers, entertainment venues, and proximity to major business districts.
  • A. Bogside
    Bogside is a predominantly nationalist neighborhood in Derry, Northern Ireland, known as a focal point of civil rights protests and sectarian conflict during the Troubles.
  • B. Ruchill
    Ruchill is a residential district in the north of Glasgow, Scotland, known for its historic park and former hospital site.
  • C. Yorkhill
    Yorkhill is a residential neighbourhood in the city of Vaughan, Ontario, known for its diverse community and proximity to Toronto.
  • D. Bonhill
    Bonhill is a town in West Dunbartonshire, Scotland, situated on the eastern bank of the River Leven near the Vale of Leven.
  • E. Crumlin
    Crumlin is a village in Caerphilly County Borough, Wales, historically known for its coal mining and the former Crumlin Viaduct.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.