Triple

T6715628
Position Surface form Disambiguated ID Type / Status
Subject Ballymun E153259 entity
Predicate hasUrbanRegenerationProgramme P55231 FINISHED
Object Ballymun Regeneration Project
The Ballymun Regeneration Project is a large-scale urban renewal initiative in Dublin aimed at transforming the Ballymun area through new housing, community facilities, and social and economic development.
E153259 NE FINISHED

How this triple was built (5 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: Ballymun Regeneration Project | Statement: [Ballymun, hasUrbanRegenerationProgramme, Ballymun Regeneration Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballymun Regeneration Project
Context triple: [Ballymun, hasUrbanRegenerationProgramme, Ballymun Regeneration Project]
  • A. Ballymun
    Ballymun is a residential suburb on the northside of Dublin, Ireland, known for its large-scale social housing developments and subsequent urban regeneration projects.
  • B. Dublin Docklands
    Dublin Docklands is a regenerated waterfront district in Dublin known for its modern architecture, tech company offices, and cultural venues along the River Liffey.
  • C. Blatchford redevelopment project
    The Blatchford redevelopment project is a large-scale, sustainable urban community being built on the former Edmonton City Centre Airport lands in Edmonton, Alberta.
  • D. 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.
  • E. Northside Dublin
    Northside Dublin is the northern part of Ireland’s capital city, known for its central thoroughfares like O’Connell Street, major cultural and commercial areas, and significant modern landmarks.
  • 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: Ballymun Regeneration Project
Triple: [Ballymun, hasUrbanRegenerationProgramme, Ballymun Regeneration Project]
Generated description
The Ballymun Regeneration Project is a large-scale urban renewal initiative in Dublin aimed at transforming the Ballymun area through new housing, community facilities, and social and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballymun Regeneration Project
Target entity description: The Ballymun Regeneration Project is a large-scale urban renewal initiative in Dublin aimed at transforming the Ballymun area through new housing, community facilities, and social and economic development.
  • A. Ballymun chosen
    Ballymun is a residential suburb on the northside of Dublin, Ireland, known for its large-scale social housing developments and subsequent urban regeneration projects.
  • B. Dublin Docklands
    Dublin Docklands is a regenerated waterfront district in Dublin known for its modern architecture, tech company offices, and cultural venues along the River Liffey.
  • C. Blatchford redevelopment project
    The Blatchford redevelopment project is a large-scale, sustainable urban community being built on the former Edmonton City Centre Airport lands in Edmonton, Alberta.
  • D. 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.
  • E. Northside Dublin
    Northside Dublin is the northern part of Ireland’s capital city, known for its central thoroughfares like O’Connell Street, major cultural and commercial areas, and significant modern landmarks.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUrbanRegenerationProgramme
Context triple: [Ballymun, hasUrbanRegenerationProgramme, Ballymun Regeneration Project]
  • A. hasRedevelopmentProgram chosen
    Indicates that an entity is subject to or involved in a planned process of redevelopment, typically through an organized program or initiative.
  • B. urbanRegenerationStatus
    Indicates the current stage or condition of efforts to renew, redevelop, or revitalize an urban area.
  • C. urbanRedevelopmentArea
    Indicates that a location is designated for concentrated urban renewal activities such as redevelopment, revitalization, or land-use transformation.
  • D. mainUrbanPlan
    Indicates the primary urban planning scheme or framework that governs the development and organization of a given area.
  • E. hasUrbanPlanning
    Indicates that an entity is involved in, responsible for, or characterized by activities or attributes related to urban planning.
  • F. None of above.

Provenance (6 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1246b748190aed94e8ab8625f7e completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70096e05c8190abfa90996db37eeb completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c701fa048c819091585d2bd4afe06a completed March 27, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69c7028710788190b054c7cfd28a6812 completed March 27, 2026, 10:19 p.m.
PD Predicate disambiguation batch_69c6d08c5d348190a29dee668c398e70 completed March 27, 2026, 6:46 p.m.
Created at: March 27, 2026, 2:07 p.m.