Triple
T46627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester City Council |
E913
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Local Government Association
The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
|
E4166
|
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: Local Government Association | Statement: [Manchester City Council, memberOf, Local Government Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Local Government Association Context triple: [Manchester City Council, memberOf, Local Government Association]
-
A.
London Assembly
The London Assembly is the elected body that scrutinizes the Mayor of London and holds them to account on issues affecting Greater London, including transport, policing, planning, and the environment.
-
B.
Manchester City Council
Manchester City Council is the local government authority responsible for providing public services and administration for the city of Manchester, England.
-
C.
Birmingham City Council
Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
-
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.
Cambridge City Council
Cambridge City Council is the local authority responsible for providing municipal services and administering local governance for the city of Cambridge in England.
- 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: Local Government Association Triple: [Manchester City Council, memberOf, Local Government Association]
Generated description
The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Local Government Association Target entity description: The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
-
A.
London Assembly
The London Assembly is the elected body that scrutinizes the Mayor of London and holds them to account on issues affecting Greater London, including transport, policing, planning, and the environment.
-
B.
Manchester City Council
Manchester City Council is the local government authority responsible for providing public services and administration for the city of Manchester, England.
-
C.
Birmingham City Council
Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
-
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.
Cambridge City Council
Cambridge City Council is the local authority responsible for providing municipal services and administering local governance for the city of Cambridge in England.
- 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_69a2480baefc81909951b14058479aa2 |
completed | Feb. 28, 2026, 1:42 a.m. |
| NER | Named-entity recognition | batch_69a24af2c2f881908cb7200ed3992fca |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a255355c988190b0916d74ff11340d |
completed | Feb. 28, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_69a255cce9fc81908ce7af16eed38024 |
completed | Feb. 28, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a256a5649c8190a964820ca25cd00b |
completed | Feb. 28, 2026, 2:44 a.m. |
Created at: Feb. 28, 2026, 1:47 a.m.