Triple
T9140774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middlesbrough Council |
E219319
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object | Local Government Association |
E4166
|
NE FINISHED |
How this triple was built (2 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: [Middlesbrough Council, isMemberOf, Local Government Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Local Government Association Context triple: [Middlesbrough Council, isMemberOf, Local Government Association]
-
A.
Local Government Association
chosen
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.
-
B.
Australian Local Government Association
The Australian Local Government Association is the national peak body representing local government councils across Australia, advocating their interests to the federal government and other key stakeholders.
-
C.
Commonwealth Local Government Forum
The Commonwealth Local Government Forum is an organization that supports and represents local government authorities across Commonwealth countries, promoting good governance, democracy, and sustainable development at the local level.
-
D.
Local Government Academy
Local Government Academy is a training and capacity-building institution in the Philippines that develops and strengthens the competencies of local government officials and personnel.
-
E.
Chamber of Local Authorities
The Chamber of Local Authorities is one of the two chambers of the Council of Europe’s Congress, representing the interests and perspectives of local governments across member states.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8f2537881908956a9b0516e2d49 |
completed | April 1, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0480ee2f081908ed98844784e465c |
completed | April 3, 2026, 11:06 p.m. |
Created at: March 30, 2026, 7:19 p.m.