Triple

T8097473
Position Surface form Disambiguated ID Type / Status
Subject Deputy First Minister of Scotland E189021 entity
Predicate officeHolder P537 FINISHED
Object Kate Forbes
Kate Forbes is a Scottish National Party politician who has served in senior roles in the Scottish Government, including as a former Finance Secretary and prominent figure in the party’s leadership.
E719691 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: Kate Forbes | Statement: [Deputy First Minister of Scotland, officeHolder, Kate Forbes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kate Forbes
Context triple: [Deputy First Minister of Scotland, officeHolder, Kate Forbes]
  • A. Margaret Sturgeon
    Margaret Sturgeon is a notable individual who shares the surname associated with several prominent public figures.
  • B. Christine Angus
    Christine Angus was the wife of British painter Walter Sickert, associated with his personal life during his early 20th-century career.
  • C. Bonnie Crombie
    Bonnie Crombie is a Canadian politician who served as the mayor of Mississauga, Ontario, and later became leader of the Ontario Liberal Party.
  • D. Jessica Rankin
    Jessica Rankin is an Australian-born, New York–based artist known for her intricate, map-like embroideries and drawings that explore memory, landscape, and language.
  • E. Nicola Sturgeon
    Nicola Sturgeon is a Scottish politician who served as First Minister of Scotland and leader of the Scottish National Party, known for her strong advocacy for Scottish independence and pro-EU stance.
  • 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: Kate Forbes
Triple: [Deputy First Minister of Scotland, officeHolder, Kate Forbes]
Generated description
Kate Forbes is a Scottish National Party politician who has served in senior roles in the Scottish Government, including as a former Finance Secretary and prominent figure in the party’s leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kate Forbes
Target entity description: Kate Forbes is a Scottish National Party politician who has served in senior roles in the Scottish Government, including as a former Finance Secretary and prominent figure in the party’s leadership.
  • A. Margaret Sturgeon
    Margaret Sturgeon is a notable individual who shares the surname associated with several prominent public figures.
  • B. Christine Angus
    Christine Angus was the wife of British painter Walter Sickert, associated with his personal life during his early 20th-century career.
  • C. Bonnie Crombie
    Bonnie Crombie is a Canadian politician who served as the mayor of Mississauga, Ontario, and later became leader of the Ontario Liberal Party.
  • D. Jessica Rankin
    Jessica Rankin is an Australian-born, New York–based artist known for her intricate, map-like embroideries and drawings that explore memory, landscape, and language.
  • E. Nicola Sturgeon
    Nicola Sturgeon is a Scottish politician who served as First Minister of Scotland and leader of the Scottish National Party, known for her strong advocacy for Scottish independence and pro-EU stance.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4294b73481908c8373b8eca0f608 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccecf8f4a48190be0af148a9da4713 completed April 1, 2026, 10:01 a.m.
NEDg Description generation batch_69ccf09a952c8190ace6a9f0012ad90a completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd055292088190927046793cec1c36 completed April 1, 2026, 11:45 a.m.
Created at: March 30, 2026, 5:30 p.m.