Triple
T3459612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretary for Education |
E72991
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Scottish local authorities
Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
|
E358548
|
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: Scottish local authorities | Statement: [Cabinet Secretary for Education, worksWith, Scottish local authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish local authorities Context triple: [Cabinet Secretary for Education, worksWith, Scottish local authorities]
-
A.
Highland Council
The Highland Council is the local government authority responsible for administering the Highland area of Scotland, including many remote mainland and island communities.
-
B.
City of Edinburgh Council
The City of Edinburgh Council is the local government authority responsible for providing public services and administration for Scotland’s capital city, Edinburgh.
-
C.
Glasgow City Council
Glasgow City Council is the local government authority responsible for providing public services and administration for the city of Glasgow, Scotland.
-
D.
Fife Council
Fife Council is the local government authority responsible for administering public services and governance across the council area of Fife in eastern Scotland.
-
E.
Scottish local government elections
Scottish local government elections are periodic polls to choose councillors for Scotland’s 32 local authorities, conducted using a proportional representation system to determine local governance.
- 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: Scottish local authorities Triple: [Cabinet Secretary for Education, worksWith, Scottish local authorities]
Generated description
Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scottish local authorities Target entity description: Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
-
A.
Highland Council
The Highland Council is the local government authority responsible for administering the Highland area of Scotland, including many remote mainland and island communities.
-
B.
City of Edinburgh Council
The City of Edinburgh Council is the local government authority responsible for providing public services and administration for Scotland’s capital city, Edinburgh.
-
C.
Glasgow City Council
Glasgow City Council is the local government authority responsible for providing public services and administration for the city of Glasgow, Scotland.
-
D.
Fife Council
Fife Council is the local government authority responsible for administering public services and governance across the council area of Fife in eastern Scotland.
-
E.
Scottish local government elections
Scottish local government elections are periodic polls to choose councillors for Scotland’s 32 local authorities, conducted using a proportional representation system to determine local governance.
- 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.