Triple

T10937542
Position Surface form Disambiguated ID Type / Status
Subject Leaving Certificate E258374 entity
Predicate qualificationFrameworkLevel P59736 FINISHED
Object 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.
E895188 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: NFQ Level 4 | Statement: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NFQ Level 4
Context triple: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 4]
  • A. 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.
  • B. HND
    HND is the three-letter ISO 3166-1 alpha-3 country code assigned to Honduras.
  • C. HND
    HND is the IATA airport code for Tokyo International Airport, commonly known as Haneda Airport, one of Japan’s busiest and primary airports serving the Tokyo metropolitan area.
  • D. HNC
    HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
  • E. Leaving Certificate
    The Leaving Certificate is Ireland’s final secondary school examination and qualification, typically taken by students at the end of their senior cycle and used for entry into higher education.
  • 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 4
Triple: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 4]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NFQ Level 4
Target entity description: 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.
  • A. 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.
  • B. HND
    HND is the three-letter ISO 3166-1 alpha-3 country code assigned to Honduras.
  • C. HND
    HND is the IATA airport code for Tokyo International Airport, commonly known as Haneda Airport, one of Japan’s busiest and primary airports serving the Tokyo metropolitan area.
  • D. HNC
    HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
  • E. Leaving Certificate
    The Leaving Certificate is Ireland’s final secondary school examination and qualification, typically taken by students at the end of their senior cycle and used for entry into higher education.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: qualificationFrameworkLevel
Context triple: [Leaving Certificate, qualificationFrameworkLevel, NFQ Level 4]
  • A. certificationLevel chosen
    Indicates the specific rank or degree of formal qualification or authorization that an entity has achieved within a defined certification system.
  • B. trainingLevel
    Indicates the degree or stage of training or skill development that an entity has attained.
  • C. designationLevel
    Indicates the specific rank, tier, or level assigned to an entity within a designation or classification system.
  • D. assessmentLevel
    Indicates the degree, rating, or intensity assigned to an evaluation or judgment of something.
  • E. eligibilityLevel
    Indicates the degree or tier of qualification an entity has for a given benefit, service, or status.
  • 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_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_69e23bfd6a108190a0557598f68659fa completed April 17, 2026, 1:56 p.m.
NEDg Description generation batch_69e24541cbb481908f14a9cb2787c118 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f48dc88190af9491e8cdc4a532 completed April 17, 2026, 2:51 p.m.
PD Predicate disambiguation batch_69d72e816a98819096d6c10dfb88a66a completed April 9, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:23 p.m.