Triple
T18599703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yusof Ishak Secondary School |
E454585
|
entity |
| Predicate | hasTypicalQualificationOutcome |
P125484
|
FINISHED |
| Object | Singapore-Cambridge GCE Ordinary Level |
—
|
NE NERFINISHED |
How this triple was built (3 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: Singapore-Cambridge GCE Ordinary Level | Statement: [Yusof Ishak Secondary School, hasTypicalQualificationOutcome, Singapore-Cambridge GCE Ordinary Level]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singapore-Cambridge GCE Ordinary Level Context triple: [Yusof Ishak Secondary School, hasTypicalQualificationOutcome, Singapore-Cambridge GCE Ordinary Level]
-
A.
GCE Ordinary Level
chosen
GCE Ordinary Level was a subject-based secondary school leaving qualification in the UK and some Commonwealth countries, typically taken by students around age 16 before being largely replaced by GCSEs.
-
B.
Caribbean Secondary Education Certificate
The Caribbean Secondary Education Certificate is a regional high school leaving qualification and standardized examination taken by secondary students across Caribbean countries to assess readiness for further education or employment.
-
C.
GCE Advanced Level (A‑level)
GCE Advanced Level (A‑level) is a subject-based qualification typically taken by students in the UK and some other countries at the end of secondary education, often used for university entrance.
-
D.
GCE
GCE was the UCI team code for the French professional cycling team sponsored by the Caisse d’Epargne banking group.
-
E.
GCE
GCE is Google’s infrastructure-as-a-service platform that provides scalable virtual machines and related cloud computing resources on Google Cloud.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTypicalQualificationOutcome Context triple: [Yusof Ishak Secondary School, hasTypicalQualificationOutcome, Singapore-Cambridge GCE Ordinary Level]
-
A.
hasQualification
Indicates that an entity possesses a specific qualification, credential, or competency.
-
B.
hasQualifying
Indicates that one entity possesses or meets a specific condition, attribute, or criterion that qualifies it in relation to another entity or context.
-
C.
qualifyingFor
Indicates that one entity meets the necessary conditions or criteria to be eligible for another entity, status, or action.
-
D.
typicalQualificationAwarded
chosen
Indicates the qualification that is most commonly or normally awarded as a result of completing a given program, course, or activity.
-
E.
hasQualificationStructure
Indicates that an entity is associated with a specific configuration or pattern of qualifications (e.g., degrees, certifications, or credentials) that define how those qualifications are organized or structured.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5475018548190a2f497081af7ce55 |
completed | April 19, 2026, 9:21 p.m. |
| PD | Predicate disambiguation | batch_69e478cf5e888190a0b1074b0c6525df |
completed | April 19, 2026, 6:40 a.m. |
Created at: April 10, 2026, 11:45 a.m.