Triple
T3511351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Government directorates |
E74200
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Directorate for Learning
The Directorate for Learning is a division of the Scottish Government responsible for developing and implementing national policy on education and learning.
|
E365404
|
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: Directorate for Learning | Statement: [Scottish Government directorates, hasPart, Directorate for Learning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Directorate for Learning Context triple: [Scottish Government directorates, hasPart, Directorate for Learning]
-
A.
Department of Learning and National Partnerships
The Department of Learning and National Partnerships is the British Museum’s division responsible for education, public engagement, and collaborative programmes with institutions across the UK.
-
B.
Directorate of Training and Education
The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
-
C.
Faculty of Training and Development
The Faculty of Training and Development is a specialized department within Egypt's Police Academy focused on preparing and enhancing the professional skills and capabilities of police personnel.
-
D.
Centre for Learning, Research and Development
The Centre for Learning, Research and Development is an academic unit at Azim Premji University focused on advancing educational practice and policy through research, capacity building, and innovative learning initiatives.
-
E.
OECD Directorate for Education and Skills
The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
- 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: Directorate for Learning Triple: [Scottish Government directorates, hasPart, Directorate for Learning]
Generated description
The Directorate for Learning is a division of the Scottish Government responsible for developing and implementing national policy on education and learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Directorate for Learning Target entity description: The Directorate for Learning is a division of the Scottish Government responsible for developing and implementing national policy on education and learning.
-
A.
Department of Learning and National Partnerships
The Department of Learning and National Partnerships is the British Museum’s division responsible for education, public engagement, and collaborative programmes with institutions across the UK.
-
B.
Directorate of Training and Education
The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
-
C.
Faculty of Training and Development
The Faculty of Training and Development is a specialized department within Egypt's Police Academy focused on preparing and enhancing the professional skills and capabilities of police personnel.
-
D.
Centre for Learning, Research and Development
The Centre for Learning, Research and Development is an academic unit at Azim Premji University focused on advancing educational practice and policy through research, capacity building, and innovative learning initiatives.
-
E.
OECD Directorate for Education and Skills
The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc0f6cf8819098a1ec8693cc50e7 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e7366e4819099b4a411343bdd90 |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37fd93cac8190915d55b9c37abad5 |
completed | March 13, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3802e69488190926b6aa6e9d1d693 |
completed | March 13, 2026, 3:10 a.m. |
Created at: March 8, 2026, 3:19 p.m.