Triple

T1659769
Position Surface form Disambiguated ID Type / Status
Subject Nicola Sturgeon E35877 entity
Predicate succeededBy P78 FINISHED
Object Humza Yousaf
Humza Yousaf is a Scottish politician who became First Minister of Scotland and leader of the Scottish National Party, notable as the first person from a minority ethnic background to hold the office.
 E187678 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: Humza Yousaf | Statement: [Nicola Sturgeon, succeededBy, Humza Yousaf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humza Yousaf
Context triple: [Nicola Sturgeon, succeededBy, Humza Yousaf]
  • A. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • B. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • C. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • D. Jeremy Corbyn
    Jeremy Corbyn is a British politician and long-time Labour MP who led the UK Labour Party from 2015 to 2020, representing its left-wing, socialist wing.
  • E. Edward Almond
    Edward Almond was a U.S. Army lieutenant general best known for leading X Corps during the Korean War, including its role in the Inchon Landing and subsequent operations.
  • 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: Humza Yousaf
Triple: [Nicola Sturgeon, succeededBy, Humza Yousaf]
Generated description
Humza Yousaf is a Scottish politician who became First Minister of Scotland and leader of the Scottish National Party, notable as the first person from a minority ethnic background to hold the office.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humza Yousaf
Target entity description: Humza Yousaf is a Scottish politician who became First Minister of Scotland and leader of the Scottish National Party, notable as the first person from a minority ethnic background to hold the office.
  • A. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • B. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • C. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • D. Jeremy Corbyn
    Jeremy Corbyn is a British politician and long-time Labour MP who led the UK Labour Party from 2015 to 2020, representing its left-wing, socialist wing.
  • E. Edward Almond
    Edward Almond was a U.S. Army lieutenant general best known for leading X Corps during the Korean War, including its role in the Inchon Landing and subsequent operations.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6277b11481909a894391f4feadd0 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad6827ff2c8190b7c9af9926a7452c completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad68edbd2c819090c6556966eb279a completed March 8, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69ad69724c9c8190a2314a8f30f18f7d completed March 8, 2026, 12:20 p.m.
Created at: March 4, 2026, 7:29 p.m.