Triple

T11258677
Position Surface form Disambiguated ID Type / Status
Subject Premier of North West E266504 entity
Predicate officeHoldersInclude P537 FINISHED
Object Maureen Modiselle
Maureen Modiselle is a South African politician who served as the Premier of the North West province.
E1105687 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: Maureen Modiselle | Statement: [Premier of North West, officeHoldersInclude, Maureen Modiselle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maureen Modiselle
Context triple: [Premier of North West, officeHoldersInclude, Maureen Modiselle]
  • A. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • B. Maureen Earl
    Maureen Earl is best known as the wife of American novelist Clifford Irving, who gained notoriety for his fraudulent "autobiography" of Howard Hughes.
  • C. Maureen Robinson
    Maureen Robinson is the brilliant and resourceful matriarch of the Robinson family in the 2018 reboot of the science fiction series "Lost in Space."
  • D. Maureen Arthur
    Maureen Arthur was an American actress and singer best known for her comedic roles in film, television, and Broadway during the 1960s and 1970s.
  • E. Maureen Blumhardt
    Maureen Blumhardt is a former model and legal aide best known as the longtime wife of NBA Hall of Famer Charles Barkley.
  • 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: Maureen Modiselle
Triple: [Premier of North West, officeHoldersInclude, Maureen Modiselle]
Generated description
Maureen Modiselle is a South African politician who served as the Premier of the North West province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maureen Modiselle
Target entity description: Maureen Modiselle is a South African politician who served as the Premier of the North West province.
  • A. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • B. Maureen Earl
    Maureen Earl is best known as the wife of American novelist Clifford Irving, who gained notoriety for his fraudulent "autobiography" of Howard Hughes.
  • C. Maureen Robinson
    Maureen Robinson is the brilliant and resourceful matriarch of the Robinson family in the 2018 reboot of the science fiction series "Lost in Space."
  • D. Maureen Arthur
    Maureen Arthur was an American actress and singer best known for her comedic roles in film, television, and Broadway during the 1960s and 1970s.
  • E. Maureen Blumhardt
    Maureen Blumhardt is a former model and legal aide best known as the longtime wife of NBA Hall of Famer Charles Barkley.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8a9a12008190a86d8e11bf86d536 completed May 8, 2026, 7:02 a.m.
NEDg Description generation batch_69fd8bf77e08819080d7df36e4897b61 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c8859b08190857db55e36f2a11a completed May 8, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:31 p.m.