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.