Triple
T3459613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretary for Education |
E72991
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Education Scotland
Education Scotland is the Scottish Government’s national agency responsible for supporting quality and improvement in education across Scotland’s schools and learning communities.
|
E358549
|
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: Education Scotland | Statement: [Cabinet Secretary for Education, worksWith, Education Scotland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education Scotland Context triple: [Cabinet Secretary for Education, worksWith, Education Scotland]
-
A.
Scottish education system
The Scottish education system is the national framework of publicly funded and independent schooling and further/higher education in Scotland, characterized by a broad curriculum, comprehensive schools, and distinct qualifications such as Nationals and Highers.
-
B.
Scottish Qualifications Authority
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
-
C.
Scottish colleges
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
-
D.
High School of Edinburgh
The High School of Edinburgh is a historic and prestigious secondary school in Edinburgh, Scotland, known for educating many prominent figures in Scottish public life.
-
E.
Open University in Scotland
The Open University in Scotland is a distance-learning higher education institution offering flexible, part-time study opportunities to students across Scotland.
- 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: Education Scotland Triple: [Cabinet Secretary for Education, worksWith, Education Scotland]
Generated description
Education Scotland is the Scottish Government’s national agency responsible for supporting quality and improvement in education across Scotland’s schools and learning communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Education Scotland Target entity description: Education Scotland is the Scottish Government’s national agency responsible for supporting quality and improvement in education across Scotland’s schools and learning communities.
-
A.
Scottish education system
The Scottish education system is the national framework of publicly funded and independent schooling and further/higher education in Scotland, characterized by a broad curriculum, comprehensive schools, and distinct qualifications such as Nationals and Highers.
-
B.
Scottish Qualifications Authority
The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
-
C.
Scottish colleges
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
-
D.
High School of Edinburgh
The High School of Edinburgh is a historic and prestigious secondary school in Edinburgh, Scotland, known for educating many prominent figures in Scottish public life.
-
E.
Open University in Scotland
The Open University in Scotland is a distance-learning higher education institution offering flexible, part-time study opportunities to students across Scotland.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbae4c18881908b48d16e46f78209 |
completed | March 8, 2026, 6:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b361093d288190a023e8485265a989 |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b361958fd88190bd4a8d9837af6610 |
completed | March 13, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b362310884819082a59ab92fe05fdd |
completed | March 13, 2026, 1:02 a.m. |
Created at: March 8, 2026, 3:16 p.m.