Triple
T16664919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maesteg School |
E404956
|
entity |
| Predicate | hasOfstedEquivalent |
P124190
|
FINISHED |
| Object | Estyn |
E416351
|
NE FINISHED |
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: Estyn | Statement: [Maesteg School, hasOfstedEquivalent, Estyn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Estyn Context triple: [Maesteg School, hasOfstedEquivalent, Estyn]
-
A.
Estyn
chosen
Estyn is the education and training inspectorate for Wales, responsible for evaluating the quality and standards of schools, colleges, and other learning providers.
-
B.
Parea
Parea is a small coastal village on the island of Huahine in French Polynesia, known for its tranquil beaches and traditional Polynesian atmosphere.
-
C.
Yanda
Yanda is a lesser-known Dogon language variety spoken by the Dogon people of Mali in West Africa.
-
D.
Hwni
Hwni is an alternative transliteration of Huni, an ancient Egyptian pharaoh of the Third Dynasty.
-
E.
Tivissa
Tivissa is a historic village in Catalonia, Spain, known for its scenic setting among the mountains of the Ribera d’Ebre region and its well-preserved medieval core.
- 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: hasOfstedEquivalent Context triple: [Maesteg School, hasOfstedEquivalent, Estyn]
-
A.
hasOfstedStatus
Indicates that an educational institution has a particular inspection or regulatory status as determined by Ofsted.
-
B.
hasOfstedInspection
Indicates that an entity has undergone an inspection carried out by Ofsted.
-
C.
hasOfstedInspectionYear
Indicates the year in which an entity underwent an Ofsted inspection.
-
D.
hasEducationAuthority
Indicates that one entity holds official power or responsibility to make decisions or govern matters related to another entity’s education.
-
E.
educationQualityComparableTo
Indicates that the quality of education provided by one entity is similar or equivalent to that provided by another entity.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37c9be0688190afda306cde934c68 |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084d21ed4819089fc70f92653694d |
completed | May 10, 2026, 1:14 p.m. |
| PD | Predicate disambiguation | batch_69e319b1d7f08190b5ecb4a68c636c15 |
completed | April 18, 2026, 5:42 a.m. |
| PDg | Predicate description generation | batch_69e326b9e84881909a9166e65bd850d6 |
completed | April 18, 2026, 6:37 a.m. |
Created at: April 10, 2026, 5:18 a.m.