Triple
T15117826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Midlands mayoral election, 2017 |
E361086
|
entity |
| Predicate | candidateParty |
P27350
|
FINISHED |
| Object |
Beverley Nielsen – Liberal Democrats (UK)
Beverley Nielsen – Liberal Democrats (UK) is a British Liberal Democrat politician who stood as the party’s candidate in the 2017 West Midlands mayoral election.
|
E1138100
|
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: Beverley Nielsen – Liberal Democrats (UK) | Statement: [West Midlands mayoral election, 2017, candidateParty, Beverley Nielsen – Liberal Democrats (UK)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverley Nielsen – Liberal Democrats (UK) Context triple: [West Midlands mayoral election, 2017, candidateParty, Beverley Nielsen – Liberal Democrats (UK)]
-
A.
Pippa Norris
Pippa Norris is a prominent political scientist known for her influential research on democracy, public opinion, and political communications.
-
B.
Alison Ellwood
Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
-
C.
Alison McGovern
Alison McGovern is a British Labour Party politician who has served as the Member of Parliament for Wirral South, focusing on issues such as employment rights and social justice.
-
D.
Nicky Morgan
Nicky Morgan is a British Conservative politician who served as Secretary of State for Education and later as Secretary of State for Digital, Culture, Media and Sport.
-
E.
Natalie Bennett
Natalie Bennett is a British politician who served as leader of the Green Party of England and Wales and was a prominent advocate for environmental and social justice policies.
- 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: Beverley Nielsen – Liberal Democrats (UK) Triple: [West Midlands mayoral election, 2017, candidateParty, Beverley Nielsen – Liberal Democrats (UK)]
Generated description
Beverley Nielsen – Liberal Democrats (UK) is a British Liberal Democrat politician who stood as the party’s candidate in the 2017 West Midlands mayoral election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beverley Nielsen – Liberal Democrats (UK) Target entity description: Beverley Nielsen – Liberal Democrats (UK) is a British Liberal Democrat politician who stood as the party’s candidate in the 2017 West Midlands mayoral election.
-
A.
Pippa Norris
Pippa Norris is a prominent political scientist known for her influential research on democracy, public opinion, and political communications.
-
B.
Alison Ellwood
Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
-
C.
Alison McGovern
Alison McGovern is a British Labour Party politician who has served as the Member of Parliament for Wirral South, focusing on issues such as employment rights and social justice.
-
D.
Nicky Morgan
Nicky Morgan is a British Conservative politician who served as Secretary of State for Education and later as Secretary of State for Digital, Culture, Media and Sport.
-
E.
Natalie Bennett
Natalie Bennett is a British politician who served as leader of the Green Party of England and Wales and was a prominent advocate for environmental and social justice policies.
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059ca9048190b742e70e818ee64f |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f0bb80819080250580466a070a |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feb91365d8819082def7715d889991 |
completed | May 9, 2026, 4:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb9c72eec8190be19a052bcf6d20e |
completed | May 9, 2026, 4:36 a.m. |
Created at: April 10, 2026, 3:05 a.m.