Triple

T9720011
Position Surface form Disambiguated ID Type / Status
Subject Department for the Economy (Northern Ireland) E235437 entity
Predicate abbreviation P43 FINISHED
Object DfE (Northern Ireland)
DfE (Northern Ireland) is the government department responsible for economic policy, skills, higher and further education, and enterprise development in Northern Ireland.
E816991 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: DfE (Northern Ireland) | Statement: [Department for the Economy (Northern Ireland), abbreviation, DfE (Northern Ireland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DfE (Northern Ireland)
Context triple: [Department for the Economy (Northern Ireland), abbreviation, DfE (Northern Ireland)]
  • A. Department of Education (Northern Ireland)
    The Department of Education (Northern Ireland) is the government department responsible for education policy, administration, and funding for schools and related services in Northern Ireland.
  • B. Education Authority (Northern Ireland)
    The Education Authority (Northern Ireland) is the regional body responsible for delivering and managing publicly funded education services across Northern Ireland.
  • C. General Teaching Council for Northern Ireland
    The General Teaching Council for Northern Ireland is the professional and regulatory body responsible for setting standards, maintaining a register, and promoting high-quality practice among teachers in Northern Ireland.
  • D. Education Act (Northern Ireland) 2014
    The Education Act (Northern Ireland) 2014 is a key piece of legislation that reformed the governance and administration of education in Northern Ireland, including establishing the framework for the region’s single Education Authority.
  • E. Northern Ireland Council for Integrated Education
    The Northern Ireland Council for Integrated Education is an organization that promotes, supports, and develops integrated schools where children from different religious and cultural backgrounds are educated together in Northern Ireland.
  • 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: DfE (Northern Ireland)
Triple: [Department for the Economy (Northern Ireland), abbreviation, DfE (Northern Ireland)]
Generated description
DfE (Northern Ireland) is the government department responsible for economic policy, skills, higher and further education, and enterprise development in Northern Ireland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DfE (Northern Ireland)
Target entity description: DfE (Northern Ireland) is the government department responsible for economic policy, skills, higher and further education, and enterprise development in Northern Ireland.
  • A. Department of Education (Northern Ireland)
    The Department of Education (Northern Ireland) is the government department responsible for education policy, administration, and funding for schools and related services in Northern Ireland.
  • B. Education Authority (Northern Ireland)
    The Education Authority (Northern Ireland) is the regional body responsible for delivering and managing publicly funded education services across Northern Ireland.
  • C. General Teaching Council for Northern Ireland
    The General Teaching Council for Northern Ireland is the professional and regulatory body responsible for setting standards, maintaining a register, and promoting high-quality practice among teachers in Northern Ireland.
  • D. Education Act (Northern Ireland) 2014
    The Education Act (Northern Ireland) 2014 is a key piece of legislation that reformed the governance and administration of education in Northern Ireland, including establishing the framework for the region’s single Education Authority.
  • E. Northern Ireland Council for Integrated Education
    The Northern Ireland Council for Integrated Education is an organization that promotes, supports, and develops integrated schools where children from different religious and cultural backgrounds are educated together in Northern Ireland.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e419c2c8190b325d5fd692c6000 completed April 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f9c4ff4819098ad941438abbe3c completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a0326dd081909e39e422c11cc08f completed April 4, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0c05aa88190a93b0b71bef5c417 completed April 4, 2026, 11:37 p.m.
Created at: March 30, 2026, 8:20 p.m.