Triple

T9810739
Position Surface form Disambiguated ID Type / Status
Subject 2019 United Kingdom general election E238262 entity
Predicate libDemLeaderAtTime P28797 FINISHED
Object Jo Swinson
Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
E822627 NE FINISHED

How this triple was built (5 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: Jo Swinson | Statement: [2019 United Kingdom general election, libDemLeaderAtTime, Jo Swinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jo Swinson
Context triple: [2019 United Kingdom general election, libDemLeaderAtTime, Jo Swinson]
  • A. Harriet Harman
    Harriet Harman is a British Labour Party politician who has served as a long-standing Member of Parliament and held several senior roles, including acting Leader of the Labour Party and Deputy Leader.
  • B. 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.
  • C. Emily Thornberry
    Emily Thornberry is a British Labour Party politician and barrister who has served in several senior shadow cabinet roles, including Shadow Attorney General and Shadow Foreign Secretary.
  • D. Alison Ellwood
    Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
  • E. Penny Mordaunt
    Penny Mordaunt is a British Conservative politician who has served in several senior UK government roles and gained prominence for her leadership bid and high-profile appearances, including at the coronation of King Charles III.
  • 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: Jo Swinson
Triple: [2019 United Kingdom general election, libDemLeaderAtTime, Jo Swinson]
Generated description
Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jo Swinson
Target entity description: Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
  • A. Harriet Harman
    Harriet Harman is a British Labour Party politician who has served as a long-standing Member of Parliament and held several senior roles, including acting Leader of the Labour Party and Deputy Leader.
  • B. 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.
  • C. Emily Thornberry
    Emily Thornberry is a British Labour Party politician and barrister who has served in several senior shadow cabinet roles, including Shadow Attorney General and Shadow Foreign Secretary.
  • D. Alison Ellwood
    Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
  • E. Penny Mordaunt
    Penny Mordaunt is a British Conservative politician who has served in several senior UK government roles and gained prominence for her leadership bid and high-profile appearances, including at the coronation of King Charles III.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: libDemLeaderAtTime
Context triple: [2019 United Kingdom general election, libDemLeaderAtTime, Jo Swinson]
  • A. officeHolderAtTime chosen
    Indicates that a person holds or held a particular office or position during a specified time period.
  • B. mainLeaders
    Indicates that the referenced entities serve as the primary or most important leaders within a group, organization, or context.
  • C. currentDeFactoLeader
    Indicates that the specified person is the individual who effectively holds and exercises the highest leadership authority over the given entity at the present time, regardless of formal or legal title.
  • D. designatedLeader
    Indicates that one entity has been formally chosen or assigned to serve as the leader of another entity or group.
  • E. leaderFrom
    Indicates that an entity serves or has served as a leader originating from, representing, or associated with a specified place or organization.
  • F. None of above.

Provenance (6 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_69ca84defac48190abc1148804f184c1 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb2214a7c8190b516acf64e2b85db completed April 2, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc5f768c8190987aaa7164f42444 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1ccd04b60819085a5bde42605ecf5 completed April 5, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd70aa5481908b67afef279c38af completed April 5, 2026, 2:48 a.m.
PD Predicate disambiguation batch_69cd03dd2da881909052fbf29736a773 completed April 1, 2026, 11:39 a.m.
Created at: March 30, 2026, 8:30 p.m.