Triple

T14009398
Position Surface form Disambiguated ID Type / Status
Subject Liverpool, New South Wales E337036 entity
Predicate hasCivicBuilding P796 FINISHED
Object Liverpool Civic Place (planned/under development)
Liverpool Civic Place (planned/under development) is a major new civic and commercial precinct in Liverpool, New South Wales, designed to house council offices, community facilities, and mixed-use spaces as part of the suburb’s urban renewal.
 E1073846 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 Civic Place (planned/under development) | Statement: [Liverpool, New South Wales, hasCivicBuilding, Liverpool Civic Place (planned/under development)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liverpool Civic Place (planned/under development)
Context triple: [Liverpool, New South Wales, hasCivicBuilding, Liverpool Civic Place (planned/under development)]
  • A. 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.
  • B. 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.
  • C. Hull Maritime City project
    The Hull Maritime City project is a major heritage-led regeneration initiative in Kingston upon Hull that revitalizes the city’s maritime assets, museums, and waterfront to celebrate its seafaring history and boost tourism.
  • D. Deansgate Square development
    Deansgate Square development is a major high-rise residential complex in central Manchester, England, known for its cluster of striking glass towers that dominate the city’s skyline.
  • E. HafenCity development area
    The HafenCity development area is a major urban regeneration project in Hamburg, Germany, transforming former port and industrial land into a modern mixed-use waterfront district.
  • 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 Civic Place (planned/under development)
Triple: [Liverpool, New South Wales, hasCivicBuilding, Liverpool Civic Place (planned/under development)]
Generated description
Liverpool Civic Place (planned/under development) is a major new civic and commercial precinct in Liverpool, New South Wales, designed to house council offices, community facilities, and mixed-use spaces as part of the suburb’s urban renewal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liverpool Civic Place (planned/under development)
Target entity description: Liverpool Civic Place (planned/under development) is a major new civic and commercial precinct in Liverpool, New South Wales, designed to house council offices, community facilities, and mixed-use spaces as part of the suburb’s urban renewal.
  • A. 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.
  • B. 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.
  • C. Hull Maritime City project
    The Hull Maritime City project is a major heritage-led regeneration initiative in Kingston upon Hull that revitalizes the city’s maritime assets, museums, and waterfront to celebrate its seafaring history and boost tourism.
  • D. Deansgate Square development
    Deansgate Square development is a major high-rise residential complex in central Manchester, England, known for its cluster of striking glass towers that dominate the city’s skyline.
  • E. HafenCity development area
    The HafenCity development area is a major urban regeneration project in Hamburg, Germany, transforming former port and industrial land into a modern mixed-use waterfront district.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed44f90819099ad08c09c066b56 completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca7bbd88190a377d3b74f3d6224 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae6691b48190a0affc662cbb2d4e completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.