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.