Triple

T18769019
Position Surface form Disambiguated ID Type / Status
Subject Squinty Bridge E458964 entity
Predicate partOf P40 FINISHED
Object Clyde Waterfront regeneration
Clyde Waterfront regeneration is a major urban renewal and economic development initiative focused on transforming the River Clyde’s waterfront area in Glasgow and surrounding regions into a modern hub for business, housing, and leisure.
E1341482 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: Clyde Waterfront regeneration | Statement: [Squinty Bridge, partOf, Clyde Waterfront regeneration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clyde Waterfront regeneration
Context triple: [Squinty Bridge, partOf, Clyde Waterfront regeneration]
  • 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. 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.
  • C. South Bank Parklands redevelopment
    The South Bank Parklands redevelopment is a major urban renewal project in Brisbane that transformed the former World Expo ’88 site into a prominent riverside cultural, recreational, and tourism precinct.
  • D. 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.
  • E. Lancaster riverside regeneration
    Lancaster riverside regeneration is an urban redevelopment project transforming Lancaster’s riverfront area into a modern, accessible, and attractive public and commercial space.
  • 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: Clyde Waterfront regeneration
Triple: [Squinty Bridge, partOf, Clyde Waterfront regeneration]
Generated description
Clyde Waterfront regeneration is a major urban renewal and economic development initiative focused on transforming the River Clyde’s waterfront area in Glasgow and surrounding regions into a modern hub for business, housing, and leisure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clyde Waterfront regeneration
Target entity description: Clyde Waterfront regeneration is a major urban renewal and economic development initiative focused on transforming the River Clyde’s waterfront area in Glasgow and surrounding regions into a modern hub for business, housing, and leisure.
  • 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. 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.
  • C. South Bank Parklands redevelopment
    The South Bank Parklands redevelopment is a major urban renewal project in Brisbane that transformed the former World Expo ’88 site into a prominent riverside cultural, recreational, and tourism precinct.
  • D. 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.
  • E. Lancaster riverside regeneration
    Lancaster riverside regeneration is an urban redevelopment project transforming Lancaster’s riverfront area into a modern, accessible, and attractive public and commercial space.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d867264819098ae35c9feab3bb4 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d450c8081908e44744a63e15fc3 completed May 14, 2026, 3:11 a.m.
NEDg Description generation batch_6a053e7376ec8190950881d90d9fa567 completed May 14, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a053ef3600881908e39a4abe4e032e8 completed May 14, 2026, 3:18 a.m.
Created at: April 10, 2026, 11:52 a.m.