Triple

T10765947
Position Surface form Disambiguated ID Type / Status
Subject Southern Suburbs of Cape Town E253954 entity
Predicate contains P35 FINISHED
Object Heathfield
Heathfield is a residential suburb located within the Southern Suburbs region of Cape Town, South Africa.
E884209 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: Heathfield | Statement: [Southern Suburbs of Cape Town, contains, Heathfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heathfield
Context triple: [Southern Suburbs of Cape Town, contains, Heathfield]
  • A. Heathfield
    Heathfield is a district in Birmingham, England, historically notable as the place where pioneering engineer James Watt spent his final years and died.
  • B. Heathfield
    Heathfield is a small market town in East Sussex, England, known for its rural surroundings and community-focused local events.
  • C. Heckfield
    Heckfield is a small village in Hampshire, England, known in part as the place where former British Prime Minister Neville Chamberlain died.
  • D. Winchfield
    Winchfield is a village in Hampshire, England, known for its rural character and railway station on the main line between London and Basingstoke.
  • E. Therfield
    Therfield is a small rural village in Hertfordshire, England, known for its surrounding chalk downland and proximity to the prehistoric Therfield Heath.
  • 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: Heathfield
Triple: [Southern Suburbs of Cape Town, contains, Heathfield]
Generated description
Heathfield is a residential suburb located within the Southern Suburbs region of Cape Town, South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heathfield
Target entity description: Heathfield is a residential suburb located within the Southern Suburbs region of Cape Town, South Africa.
  • A. Heathfield
    Heathfield is a district in Birmingham, England, historically notable as the place where pioneering engineer James Watt spent his final years and died.
  • B. Heathfield
    Heathfield is a small market town in East Sussex, England, known for its rural surroundings and community-focused local events.
  • C. Heckfield
    Heckfield is a small village in Hampshire, England, known in part as the place where former British Prime Minister Neville Chamberlain died.
  • D. Winchfield
    Winchfield is a village in Hampshire, England, known for its rural character and railway station on the main line between London and Basingstoke.
  • E. Therfield
    Therfield is a small rural village in Hertfordshire, England, known for its surrounding chalk downland and proximity to the prehistoric Therfield Heath.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d7322d3a9c81909e58f6064643b814 completed April 9, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69de235fe7748190ba004f889da389ff completed April 14, 2026, 11:22 a.m.
NEDg Description generation batch_69de271ee56c81908d2f690f31c2d2db completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2e05fdb08190b880f9158b14118b completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:16 p.m.