Triple
T4281173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheffield City Council |
E97152
|
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: [Sheffield City Council, isMemberOf, Local Government Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Local Government Association Context triple: [Sheffield City 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.
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.
-
D.
Local Government Board
The Local Government Board was a former British central government body responsible for overseeing local administration, public health, and poor law functions in England and Wales.
-
E.
Office of Local Government Services
The Office of Local Government Services is a division within New York State government that provides guidance, training, and technical assistance to local governments on administration, management, and community development.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35037b654819087abbb5ea231eefd |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7bb0168819082a49347fdfe0997 |
completed | March 14, 2026, 7:32 p.m. |
Created at: March 12, 2026, 11:07 p.m.