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.