Triple
T20984594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apprenticeships, Skills, Children and Learning Act 2009 |
E516861
|
entity |
| Predicate | creates |
P490
|
FINISHED |
| Object |
Apprenticeship Agreement
An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
|
E1461073
|
NE FINISHED |
How this triple was built (4 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: Apprenticeship Agreement | Statement: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apprenticeship Agreement Context triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
-
A.
Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
-
B.
Office of Apprenticeship
The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.
-
C.
National Agreement for Skills and Workforce Development
The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
-
D.
Industry Training and Apprenticeships Act 1992
The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
-
E.
Appendix Skilled Worker
Appendix Skilled Worker is a section of the UK Immigration Rules that sets out the requirements and conditions for individuals applying to work in the UK under the Skilled Worker visa route.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Apprenticeship Agreement Triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
Generated description
An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apprenticeship Agreement Target entity description: An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
-
A.
Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
-
B.
Office of Apprenticeship
The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.
-
C.
National Agreement for Skills and Workforce Development
The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
-
D.
Industry Training and Apprenticeships Act 1992
The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
-
E.
Appendix Skilled Worker
Appendix Skilled Worker is a section of the UK Immigration Rules that sets out the requirements and conditions for individuals applying to work in the UK under the Skilled Worker visa route.
- 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_69e0b4ffac148190bbade9f0eceb660b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fbe218748190a987b9f922d9be1b |
completed | April 21, 2026, 4:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a092fc54dd88190b96b644092778cb1 |
completed | May 17, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_6a09317be0088190b72bcfbf6e5962d1 |
completed | May 17, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093222759481908f57d0f62b919578 |
completed | May 17, 2026, 3:12 a.m. |
Created at: April 16, 2026, 1:48 p.m.