Triple
T13660120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herefordshire and Ludlow College |
E326971
|
entity |
| Predicate | regulatedBy |
P86
|
FINISHED |
| Object | Ofsted |
E163760
|
NE 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: Ofsted | Statement: [Herefordshire and Ludlow College, regulatedBy, Ofsted]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ofsted Context triple: [Herefordshire and Ludlow College, regulatedBy, Ofsted]
-
A.
Ofsted
chosen
Ofsted is the United Kingdom’s official education standards regulator, responsible for inspecting and reporting on schools, colleges, and other educational institutions.
-
B.
Care Inspectorate
The Care Inspectorate is Scotland’s independent regulator responsible for inspecting and improving care and social work services, including those connected to education and childcare.
-
C.
Independent Schools Inspectorate
The Independent Schools Inspectorate is a UK-based organization responsible for inspecting and reporting on the quality and standards of independent schools.
-
D.
Ofqual
Ofqual is the independent regulator of qualifications, exams, and assessments in England, responsible for maintaining standards and public confidence in the examination system.
-
E.
Department for Education
The Department for Education is the UK government ministry responsible for children’s services and education, including schools, colleges, and universities in England.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc61f0d808190b1cd2a6ba0d930eb |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b08d27c8190badc612c26423c0e |
completed | May 3, 2026, 5:51 p.m. |
Created at: April 9, 2026, 9:52 p.m.