Triple

T19278175
Position Surface form Disambiguated ID Type / Status
Subject Castle Square, Swansea E482112 entity
Predicate partOf P40 FINISHED
Object Swansea city centre regeneration area — NE NERFINISHED

How this triple was built (3 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: Swansea city centre regeneration area | Statement: [Castle Square, Swansea, partOf, Swansea city centre regeneration area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swansea city centre regeneration area
Context triple: [Castle Square, Swansea, partOf, Swansea city centre regeneration area]
  • A. Southampton Waterside regeneration
    Southampton Waterside regeneration is a major waterfront redevelopment initiative in Southampton focused on transforming former industrial and dockland areas into mixed-use residential, commercial, and leisure spaces.
  • B. Swansea Enterprise Park
    Swansea Enterprise Park is a major commercial and retail area in Swansea, Wales, featuring a mix of business premises, shops, and light industrial units.
  • C. Swansea West
    Swansea West is a UK parliamentary constituency in the city of Swansea, Wales, represented in the House of Commons.
  • D. Leeds South Bank regeneration area
    The Leeds South Bank regeneration area is a major urban redevelopment district in central Leeds transforming former industrial and waterfront land into a mixed-use hub for business, housing, culture, and public space.
  • E. Cardiff Bay waterfront
    Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swansea city centre regeneration area
Target entity description: The Swansea city centre regeneration area is a major urban redevelopment zone focused on transforming Swansea’s central district with new public spaces, retail, leisure, and cultural facilities.
  • A. Southampton Waterside regeneration
    Southampton Waterside regeneration is a major waterfront redevelopment initiative in Southampton focused on transforming former industrial and dockland areas into mixed-use residential, commercial, and leisure spaces.
  • B. Swansea Enterprise Park
    Swansea Enterprise Park is a major commercial and retail area in Swansea, Wales, featuring a mix of business premises, shops, and light industrial units.
  • C. Swansea West
    Swansea West is a UK parliamentary constituency in the city of Swansea, Wales, represented in the House of Commons.
  • D. Leeds South Bank regeneration area
    The Leeds South Bank regeneration area is a major urban redevelopment district in central Leeds transforming former industrial and waterfront land into a mixed-use hub for business, housing, culture, and public space.
  • E. Cardiff Bay waterfront
    Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
  • F. None of above. chosen

Provenance (2 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_69d8e8ce54cc8190998418ff1f66ef28 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fbbe6e9c8190a7fa2ef3aa598e6c completed April 20, 2026, 10:11 a.m.
Created at: April 10, 2026, 1:30 p.m.