Triple
T11061005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Education and Training Act 2020 |
E261505
|
entity |
| Predicate | shortTitle |
P38
|
FINISHED |
| Object | Education and Training Act 2020 |
E261505
|
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: Education and Training Act 2020 | Statement: [Education and Training Act 2020, shortTitle, Education and Training Act 2020]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education and Training Act 2020 Context triple: [Education and Training Act 2020, shortTitle, Education and Training Act 2020]
-
A.
Education and Training Act 2020
chosen
The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary education.
-
B.
Education Act 2011
The Education Act 2011 is a major UK law that reformed the school system, including academies, teacher regulation, discipline, and qualifications, to increase autonomy and accountability in education.
-
C.
Education Act 2002
The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
-
D.
Apprenticeships, Skills, Children and Learning Act 2009
The Apprenticeships, Skills, Children and Learning Act 2009 is a UK law that overhauled the vocational education and training system, including establishing the statutory framework for regulating qualifications and apprenticeships.
-
E.
Higher Education and Research Act 2017
The Higher Education and Research Act 2017 is a UK law that reformed the regulation of universities and research funding, including creating the unified research body UK Research and Innovation (UKRI).
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798ea834c819099401e69f995c59f |
completed | April 9, 2026, 12:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c887d2148190b19c91b6eb548494 |
completed | April 18, 2026, 6:08 p.m. |
Created at: April 8, 2026, 9:26 p.m.