Triple
T1897158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Osborne |
E37607
|
entity |
| Predicate | associatedWithEvent |
P37
|
FINISHED |
| Object | 2016 United Kingdom European Union membership referendum |
E5225
|
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: 2016 United Kingdom European Union membership referendum | Statement: [George Osborne, associatedWithEvent, 2016 United Kingdom European Union membership referendum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2016 United Kingdom European Union membership referendum Context triple: [George Osborne, associatedWithEvent, 2016 United Kingdom European Union membership referendum]
-
A.
Brexit
chosen
Brexit is the process by which the United Kingdom withdrew from the European Union, reshaping its political and economic relationship with Europe.
-
B.
2011 Welsh devolution referendum
The 2011 Welsh devolution referendum was a vote in which the people of Wales decided whether the National Assembly for Wales should gain full law-making powers in the areas already devolved to it.
-
C.
1997 Welsh devolution referendum
The 1997 Welsh devolution referendum was a public vote in which the people of Wales narrowly approved the creation of a devolved legislature, paving the way for the establishment of the National Assembly for Wales.
-
D.
Scottish devolution referendum 1997
The Scottish devolution referendum of 1997 was a landmark vote in which Scotland chose to establish its own devolved Parliament with tax-varying powers, reshaping the constitutional structure of the United Kingdom.
-
E.
2017 United Kingdom general election
The 2017 United Kingdom general election was a snap parliamentary election that resulted in a hung parliament, weakened Theresa May’s Conservative government, and significantly boosted Jeremy Corbyn’s Labour Party.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb16f416c8190a49b24523b3a7f85 |
completed | March 7, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0ac1e8a88190bb78bae9d9f57f10 |
completed | March 8, 2026, 11:48 p.m. |
Created at: March 4, 2026, 7:35 p.m.