Triple

T10224227
Position Surface form Disambiguated ID Type / Status
Subject Titus Welliver E242659 entity
Predicate spouse P13 FINISHED
Object Jose Stemkens
Jose Stemkens is a Dutch-born fashion consultant and former model known for her work in the fashion industry and her past marriage to actor Titus Welliver.
E850571 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: Jose Stemkens | Statement: [Titus Welliver, spouse, Jose Stemkens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jose Stemkens
Context triple: [Titus Welliver, spouse, Jose Stemkens]
  • A. John Verhoogen
    John Verhoogen was a prominent 20th-century geophysicist known for his influential work on the thermal and dynamic evolution of the Earth’s interior.
  • B. Jay Van Andel
    Jay Van Andel was an American businessman and philanthropist best known as the co-founder of Amway and a major benefactor in Grand Rapids, Michigan.
  • C. Jacob Gerritsen
    Jacob Gerritsen is known primarily as the husband of bestselling medical thriller author Tess Gerritsen.
  • D. Steven Vandeput
    Steven Vandeput is a Belgian politician who has served as the mayor of Hasselt and is known for his role in national and local government.
  • E. Tom Veldkamp
    Tom Veldkamp is a Dutch academic and professor who serves as rector magnificus (chief academic officer) of the University of Twente.
  • 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: Jose Stemkens
Triple: [Titus Welliver, spouse, Jose Stemkens]
Generated description
Jose Stemkens is a Dutch-born fashion consultant and former model known for her work in the fashion industry and her past marriage to actor Titus Welliver.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jose Stemkens
Target entity description: Jose Stemkens is a Dutch-born fashion consultant and former model known for her work in the fashion industry and her past marriage to actor Titus Welliver.
  • A. John Verhoogen
    John Verhoogen was a prominent 20th-century geophysicist known for his influential work on the thermal and dynamic evolution of the Earth’s interior.
  • B. Jay Van Andel
    Jay Van Andel was an American businessman and philanthropist best known as the co-founder of Amway and a major benefactor in Grand Rapids, Michigan.
  • C. Jacob Gerritsen
    Jacob Gerritsen is known primarily as the husband of bestselling medical thriller author Tess Gerritsen.
  • D. Steven Vandeput
    Steven Vandeput is a Belgian politician who has served as the mayor of Hasselt and is known for his role in national and local government.
  • E. Tom Veldkamp
    Tom Veldkamp is a Dutch academic and professor who serves as rector magnificus (chief academic officer) of the University of Twente.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d3aa84a9ac819093d551005a1c8f3d completed April 6, 2026, 12:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6a8457e9c819085f222bb002be892 completed April 8, 2026, 7:11 p.m.
NEDg Description generation batch_69d6d00220ec81909d189e64eda2a28f completed April 8, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69d6df44ad5481909100b596d2bf3b07 completed April 8, 2026, 11:05 p.m.
Created at: April 6, 2026, 11:11 a.m.