Triple

T10937543
Position Surface form Disambiguated ID Type / Status
Subject Leaving Certificate E258374 entity
Predicate qualificationFrameworkLevel P59736 FINISHED
Object NFQ Level 5
NFQ Level 5 is an Irish education framework level typically representing upper secondary school completion and entry-level further education qualifications.
E896261 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: NFQ Level 5 | Statement: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NFQ Level 5
Context triple: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 5]
  • A. NFQ Level 4
    NFQ Level 4 is an Irish education framework level typically aligned with lower secondary education and foundational vocational qualifications, indicating basic knowledge and skills for further study or entry-level work.
  • B. Level Five
    Level Five is a 1997 experimental film by Chris Marker that blends documentary, fiction, and digital interfaces to explore memory, history, and the trauma of the Battle of Okinawa.
  • C. Junior Cycle
    The Junior Cycle is the first three-year stage of post-primary education in Ireland, culminating in state examinations typically taken by students around age 15.
  • D. HNC
    HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
  • E. SCQF Partnership
    SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
  • 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: NFQ Level 5
Triple: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 5]
Generated description
NFQ Level 5 is an Irish education framework level typically representing upper secondary school completion and entry-level further education qualifications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NFQ Level 5
Target entity description: NFQ Level 5 is an Irish education framework level typically representing upper secondary school completion and entry-level further education qualifications.
  • A. NFQ Level 4
    NFQ Level 4 is an Irish education framework level typically aligned with lower secondary education and foundational vocational qualifications, indicating basic knowledge and skills for further study or entry-level work.
  • B. Level Five
    Level Five is a 1997 experimental film by Chris Marker that blends documentary, fiction, and digital interfaces to explore memory, history, and the trauma of the Battle of Okinawa.
  • C. Junior Cycle
    The Junior Cycle is the first three-year stage of post-primary education in Ireland, culminating in state examinations typically taken by students around age 15.
  • D. HNC
    HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
  • E. SCQF Partnership
    SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770b065288190b4216beee8e8a193 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d710f65c8190a4ef17a6d90a19d2 completed April 18, 2026, 12:57 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
Created at: April 8, 2026, 9:23 p.m.