Triple
T8236581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Grayling |
E192422
|
entity |
| Predicate | votedOn |
P15441
|
FINISHED |
| Object | United Kingdom European Union membership referendum (2016) |
E715546
|
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: United Kingdom European Union membership referendum (2016) | Statement: [Chris Grayling, votedOn, United Kingdom European Union membership referendum (2016)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Kingdom European Union membership referendum (2016) Context triple: [Chris Grayling, votedOn, United Kingdom European Union membership referendum (2016)]
-
A.
2016 United Kingdom European Union membership referendum
chosen
The 2016 United Kingdom European Union membership referendum was a nationwide vote in which UK citizens decided to leave the EU, triggering the political process known as Brexit.
-
B.
Brexit
Brexit is the process by which the United Kingdom withdrew from the European Union, reshaping its political and economic relationship with Europe.
-
C.
2011 United Kingdom Alternative Vote referendum
The 2011 United Kingdom Alternative Vote referendum was a nationwide vote on whether to replace the existing first-past-the-post electoral system for Westminster elections with the alternative vote system.
-
D.
European Union Referendum Act 2015
The European Union Referendum Act 2015 is a UK law that provided the legal framework for holding the 2016 referendum on the United Kingdom’s membership of the European Union.
-
E.
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.
- 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb782a5e18819096235679f5a644a8 |
completed | March 31, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd34fb069c8190965d69fae908482e |
completed | April 1, 2026, 3:08 p.m. |
Created at: March 30, 2026, 5:47 p.m.