Triple
T36350533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NFQ Level 4 |
E895188
|
entity |
| Predicate | indicatesPreparationFor |
P2534
|
FINISHED |
| Object | entry-level employment roles |
—
|
LITERAL FINISHED |
How this triple was built (2 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: entry-level employment roles | Statement: [NFQ Level 4, indicatesPreparationFor, entry-level employment roles]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: indicatesPreparationFor Context triple: [NFQ Level 4, indicatesPreparationFor, entry-level employment roles]
-
A.
preparesFor
chosen
Indicates that one entity is used, designed, or undertaken in order to get another entity ready for a future event, state, or activity.
-
B.
preparationBegan
Indicates that the initial actions or processes required for something to be carried out or occur have started.
-
C.
preparedFor
Indicates that one entity has been made ready, equipped, or arranged in anticipation of use by or in connection with another entity.
-
D.
preparationBy
Indicates that one entity is created, assembled, or made ready through the actions or processes performed by another entity.
-
E.
preparedUnder
Indicates that something was created, processed, or made while being subject to the authority, supervision, or conditions established by a particular person, organization, or standard.
- F. None of above.
Provenance (3 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_69f76e4f437c8190a1af3ea2564f41f5 |
completed | May 3, 2026, 3:48 p.m. |
| NER | Named-entity recognition | batch_69f7be9d07ac8190adf796cbef60daf6 |
completed | May 3, 2026, 9:31 p.m. |
| PD | Predicate disambiguation | batch_69f7bcccd7988190aa5c931ff347d33c |
completed | May 3, 2026, 9:23 p.m. |
Created at: May 3, 2026, 4:09 p.m.