Triple

T12835747
Position Surface form Disambiguated ID Type / Status
Subject Houghton E306906 entity
Predicate hasSubdivision P747 FINISHED
Object Lower Houghton
Lower Houghton is a residential suburb forming part of the larger Houghton area in Johannesburg, South Africa, known for its leafy streets and affluent character.
 E1006263 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: Lower Houghton | Statement: [Houghton, hasSubdivision, Lower Houghton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lower Houghton
Context triple: [Houghton, hasSubdivision, Lower Houghton]
  • A. Upper Houghton
    Upper Houghton is a historic, affluent residential suburb in Johannesburg, South Africa, known for its heritage homes and proximity to the city’s central business district.
  • B. Glasshoughton
    Glasshoughton is a suburban area of Castleford in West Yorkshire, England, known for its retail, leisure, and commercial developments on former industrial land.
  • C. Houghton Township, Michigan
    Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
  • D. Haughton
    Haughton is the surname of the late American singer and actress Aaliyah, associated with her influential legacy in R&B and pop music.
  • E. Hooton
    Hooton is a village and residential area on the Wirral Peninsula in Cheshire, England, known for its transport links and proximity to major road and rail routes.
  • 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: Lower Houghton
Triple: [Houghton, hasSubdivision, Lower Houghton]
Generated description
Lower Houghton is a residential suburb forming part of the larger Houghton area in Johannesburg, South Africa, known for its leafy streets and affluent character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lower Houghton
Target entity description: Lower Houghton is a residential suburb forming part of the larger Houghton area in Johannesburg, South Africa, known for its leafy streets and affluent character.
  • A. Upper Houghton
    Upper Houghton is a historic, affluent residential suburb in Johannesburg, South Africa, known for its heritage homes and proximity to the city’s central business district.
  • B. Glasshoughton
    Glasshoughton is a suburban area of Castleford in West Yorkshire, England, known for its retail, leisure, and commercial developments on former industrial land.
  • C. Houghton Township, Michigan
    Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
  • D. Haughton
    Haughton is the surname of the late American singer and actress Aaliyah, associated with her influential legacy in R&B and pop music.
  • E. Hooton
    Hooton is a village and residential area on the Wirral Peninsula in Cheshire, England, known for its transport links and proximity to major road and rail routes.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb1c7248190bb6e644e041d192e completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b9bb0b48190ba3f9f92d270db83 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d845a9081909b40562825c1c500 completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:35 p.m.