Triple

T18032924
Position Surface form Disambiguated ID Type / Status
Subject Department of Public Expenditure, National Development Plan Delivery and Reform E431434 entity
Predicate oversees P46 FINISHED
Object National Development Plan (Ireland)
The National Development Plan (Ireland) is the Irish Government’s long-term capital investment strategy that outlines major spending priorities for infrastructure, housing, climate action, and regional development.
E1303261 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: National Development Plan (Ireland) | Statement: [Department of Public Expenditure, National Development Plan Delivery and Reform, oversees, National Development Plan (Ireland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Development Plan (Ireland)
Context triple: [Department of Public Expenditure, National Development Plan Delivery and Reform, oversees, National Development Plan (Ireland)]
  • A. National Development Plan
    The National Development Plan is South Africa’s long-term strategic framework aimed at eliminating poverty and reducing inequality through inclusive economic growth and social development.
  • B. Northern Ireland Rural Development Programme
    The Northern Ireland Rural Development Programme is a government initiative designed to support the economic, environmental, and social sustainability of rural areas in Northern Ireland through targeted funding and development measures.
  • C. National Plan (1965 economic strategy)
    The National Plan (1965 economic strategy) was a major British economic program aimed at boosting growth and modernizing industry through indicative planning and coordination between government, business, and trade unions.
  • D. 20-Year Strategy for the Irish Language 2010–2030
    The 20-Year Strategy for the Irish Language 2010–2030 is the Irish Government’s long-term national plan to increase the number of daily Irish speakers and strengthen the language’s use in education, public life, and Gaeltacht and non-Gaeltacht communities.
  • E. Donoughmore Constitution
    The Donoughmore Constitution was a 1931 constitutional reform for colonial Ceylon that introduced universal adult franchise and a State Council combining legislative and executive functions under British rule.
  • 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: National Development Plan (Ireland)
Triple: [Department of Public Expenditure, National Development Plan Delivery and Reform, oversees, National Development Plan (Ireland)]
Generated description
The National Development Plan (Ireland) is the Irish Government’s long-term capital investment strategy that outlines major spending priorities for infrastructure, housing, climate action, and regional development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Development Plan (Ireland)
Target entity description: The National Development Plan (Ireland) is the Irish Government’s long-term capital investment strategy that outlines major spending priorities for infrastructure, housing, climate action, and regional development.
  • A. National Development Plan
    The National Development Plan is South Africa’s long-term strategic framework aimed at eliminating poverty and reducing inequality through inclusive economic growth and social development.
  • B. Northern Ireland Rural Development Programme
    The Northern Ireland Rural Development Programme is a government initiative designed to support the economic, environmental, and social sustainability of rural areas in Northern Ireland through targeted funding and development measures.
  • C. National Plan (1965 economic strategy)
    The National Plan (1965 economic strategy) was a major British economic program aimed at boosting growth and modernizing industry through indicative planning and coordination between government, business, and trade unions.
  • D. 20-Year Strategy for the Irish Language 2010–2030
    The 20-Year Strategy for the Irish Language 2010–2030 is the Irish Government’s long-term national plan to increase the number of daily Irish speakers and strengthen the language’s use in education, public life, and Gaeltacht and non-Gaeltacht communities.
  • E. Donoughmore Constitution
    The Donoughmore Constitution was a 1931 constitutional reform for colonial Ceylon that introduced universal adult franchise and a State Council combining legislative and executive functions under British rule.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be37a9288190a661c712d269401f completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349af4b14819080e11af78b93d00a completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c5c2f6c81909582d40a256183e5 completed May 12, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_6a034d3e53fc8190b6afd40f6bdc7883 completed May 12, 2026, 3:54 p.m.
Created at: April 10, 2026, 10:25 a.m.