Triple

T2556638
Position Surface form Disambiguated ID Type / Status
Subject Niklas Zennström E56742 entity
Predicate spouse P13 FINISHED
Object Catherine Zennström
Catherine Zennström is a philanthropist and co-founder of the Zennström Philanthropies foundation, focusing on human rights, climate change, and social justice initiatives.
E281378 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: Catherine Zennström | Statement: [Niklas Zennström, spouse, Catherine Zennström]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Catherine Zennström
Context triple: [Niklas Zennström, spouse, Catherine Zennström]
  • A. Niklas Zennström
    Niklas Zennström is a Swedish entrepreneur and venture capitalist best known for co-founding the internet communications company Skype.
  • B. Sandy Lerner
    Sandy Lerner is an American businesswoman and philanthropist best known as the co-founder of networking giant Cisco Systems and later as a supporter of animal welfare, sustainable agriculture, and literary scholarship.
  • C. Stanley Wojcicki
    Stanley Wojcicki is a Polish-American physicist and longtime Stanford University professor known both for his contributions to particle physics and as the father of tech executive Susan Wojcicki.
  • D. Laura Arrillaga-Andreessen
    Laura Arrillaga-Andreessen is an American philanthropist, author, and Stanford University lecturer known for her work in strategic philanthropy and impact-driven giving.
  • E. Nellie Levchin
    Nellie Levchin is the wife of Ukrainian-American entrepreneur and PayPal co-founder Max Levchin.
  • 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: Catherine Zennström
Triple: [Niklas Zennström, spouse, Catherine Zennström]
Generated description
Catherine Zennström is a philanthropist and co-founder of the Zennström Philanthropies foundation, focusing on human rights, climate change, and social justice initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Catherine Zennström
Target entity description: Catherine Zennström is a philanthropist and co-founder of the Zennström Philanthropies foundation, focusing on human rights, climate change, and social justice initiatives.
  • A. Niklas Zennström
    Niklas Zennström is a Swedish entrepreneur and venture capitalist best known for co-founding the internet communications company Skype.
  • B. Sandy Lerner
    Sandy Lerner is an American businesswoman and philanthropist best known as the co-founder of networking giant Cisco Systems and later as a supporter of animal welfare, sustainable agriculture, and literary scholarship.
  • C. Stanley Wojcicki
    Stanley Wojcicki is a Polish-American physicist and longtime Stanford University professor known both for his contributions to particle physics and as the father of tech executive Susan Wojcicki.
  • D. Laura Arrillaga-Andreessen
    Laura Arrillaga-Andreessen is an American philanthropist, author, and Stanford University lecturer known for her work in strategic philanthropy and impact-driven giving.
  • E. Nellie Levchin
    Nellie Levchin is the wife of Ukrainian-American entrepreneur and PayPal co-founder Max Levchin.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd310b3a48190b275be13eb050e57 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83a4f6788190be268076838711df completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af84d26eb48190b982441a0a63ccda completed March 10, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69af858561f48190b7a2863d733a1b13 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:48 p.m.