Triple
T8534200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rachel Johnson |
E202033
|
entity |
| Predicate | participantIn |
P149
|
FINISHED |
| Object |
Remain campaign in the 2016 United Kingdom European Union membership referendum
The Remain campaign in the 2016 United Kingdom European Union membership referendum was the cross-party political effort that advocated for the UK to stay in the EU, opposing the Leave campaign that ultimately prevailed.
|
E741942
|
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: Remain campaign in the 2016 United Kingdom European Union membership referendum | Statement: [Rachel Johnson, participantIn, Remain campaign in the 2016 United Kingdom European Union membership referendum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Remain campaign in the 2016 United Kingdom European Union membership referendum Context triple: [Rachel Johnson, participantIn, Remain campaign in the 2016 United Kingdom European Union membership referendum]
-
A.
2016 United Kingdom European Union membership referendum
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.
Leave.EU
Leave.EU was a prominent British political campaign group that advocated for the United Kingdom’s withdrawal from the European Union during the 2016 EU referendum.
- 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: Remain campaign in the 2016 United Kingdom European Union membership referendum Triple: [Rachel Johnson, participantIn, Remain campaign in the 2016 United Kingdom European Union membership referendum]
Generated description
The Remain campaign in the 2016 United Kingdom European Union membership referendum was the cross-party political effort that advocated for the UK to stay in the EU, opposing the Leave campaign that ultimately prevailed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Remain campaign in the 2016 United Kingdom European Union membership referendum Target entity description: The Remain campaign in the 2016 United Kingdom European Union membership referendum was the cross-party political effort that advocated for the UK to stay in the EU, opposing the Leave campaign that ultimately prevailed.
-
A.
2016 United Kingdom European Union membership referendum
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.
Leave.EU
Leave.EU was a prominent British political campaign group that advocated for the United Kingdom’s withdrawal from the European Union during the 2016 EU referendum.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6a0ccd4819097b41d0dfb1c5018 |
completed | March 31, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d7aa3a881909bfdd3536dbc4ec7 |
completed | April 2, 2026, 1:22 p.m. |
| NEDg | Description generation | batch_69ce6ee1bae4819099ef302138599b34 |
completed | April 2, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fb93fd88190bc53a925473f9b71 |
completed | April 2, 2026, 1:31 p.m. |
Created at: March 30, 2026, 6:17 p.m.