Triple

T10694180
Position Surface form Disambiguated ID Type / Status
Subject Liverpool Maritime Mercantile City World Heritage Site buffer zone E252088 entity
Predicate partOf P40 FINISHED
Object Liverpool city centre planning framework
The Liverpool city centre planning framework is a strategic planning document that guides development, conservation, and land use within Liverpool’s central area, including sensitive heritage zones.
E880652 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: Liverpool city centre planning framework | Statement: [Liverpool Maritime Mercantile City World Heritage Site buffer zone, partOf, Liverpool city centre planning framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liverpool city centre planning framework
Context triple: [Liverpool Maritime Mercantile City World Heritage Site buffer zone, partOf, Liverpool city centre planning framework]
  • A. Greater Manchester Spatial Framework (and successors)
    Greater Manchester Spatial Framework (and successors) is a strategic planning initiative that sets out long-term policies for housing, employment land, and infrastructure development across the Greater Manchester city-region.
  • B. Liverpool Waters regeneration scheme
    The Liverpool Waters regeneration scheme is a major long-term waterfront redevelopment project in Liverpool, England, transforming former docklands into a mixed-use district of residential, commercial, and leisure spaces.
  • C. London Plan
    The London Plan is the Mayor of London’s strategic spatial development framework that guides long-term planning, growth, and land use across Greater London.
  • D. Liverpool city centre cultural quarter
    Liverpool city centre cultural quarter is a vibrant district in central Liverpool known for its concentration of arts venues, theatres, galleries, and cultural institutions.
  • E. Belfast city centre waterfront regeneration
    Belfast city centre waterfront regeneration is a major urban redevelopment initiative transforming former docklands and industrial waterfront areas into a mixed-use district of housing, business, culture, and tourism.
  • 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: Liverpool city centre planning framework
Triple: [Liverpool Maritime Mercantile City World Heritage Site buffer zone, partOf, Liverpool city centre planning framework]
Generated description
The Liverpool city centre planning framework is a strategic planning document that guides development, conservation, and land use within Liverpool’s central area, including sensitive heritage zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liverpool city centre planning framework
Target entity description: The Liverpool city centre planning framework is a strategic planning document that guides development, conservation, and land use within Liverpool’s central area, including sensitive heritage zones.
  • A. Greater Manchester Spatial Framework (and successors)
    Greater Manchester Spatial Framework (and successors) is a strategic planning initiative that sets out long-term policies for housing, employment land, and infrastructure development across the Greater Manchester city-region.
  • B. Liverpool Waters regeneration scheme
    The Liverpool Waters regeneration scheme is a major long-term waterfront redevelopment project in Liverpool, England, transforming former docklands into a mixed-use district of residential, commercial, and leisure spaces.
  • C. London Plan
    The London Plan is the Mayor of London’s strategic spatial development framework that guides long-term planning, growth, and land use across Greater London.
  • D. Liverpool city centre cultural quarter
    Liverpool city centre cultural quarter is a vibrant district in central Liverpool known for its concentration of arts venues, theatres, galleries, and cultural institutions.
  • E. Belfast city centre waterfront regeneration
    Belfast city centre waterfront regeneration is a major urban redevelopment initiative transforming former docklands and industrial waterfront areas into a mixed-use district of housing, business, culture, and tourism.
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd39c3788190bb7cd0acf8b6efdd completed April 9, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998cfeb748190bfff06534d83cf97 completed April 11, 2026, 12:41 a.m.
NEDg Description generation batch_69d99e8534688190b312b737e0b9cd53 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadcb861a08190bb9f64a91117f35d completed April 11, 2026, 11:43 p.m.
Created at: April 8, 2026, 9:11 p.m.