Triple

T3999051
Position Surface form Disambiguated ID Type / Status
Subject Doug Emhoff E87166 entity
Predicate previousSpouse P493 FINISHED
Object Kerstin Emhoff
Kerstin Emhoff is an American film producer and co-founder of the production company Prettybird, known for her work in commercials, music videos, and short films.
E406097 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: Kerstin Emhoff | Statement: [Doug Emhoff, previousSpouse, Kerstin Emhoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kerstin Emhoff
Context triple: [Doug Emhoff, previousSpouse, Kerstin Emhoff]
  • A. Christiane Schröder
    Christiane Schröder is a notable individual who carries the German surname Schröder, recognized among the distinguished bearers of this name.
  • B. Barbara Müller
    Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
  • C. Luise Oettinger
    Luise Oettinger was the wife of Nobel Prize–winning physicist and physical chemist Gerhard Herzberg.
  • D. Bärbel Bohley
    Bärbel Bohley was a prominent East German civil rights activist and painter who became a leading figure in the peaceful opposition to the GDR regime and the 1989 democratic revolution.
  • E. Marianne Weber
    Marianne Weber was a German sociologist, women's rights activist, and biographer of her husband Max Weber, known for her influential work on marriage, gender, and law.
  • 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: Kerstin Emhoff
Triple: [Doug Emhoff, previousSpouse, Kerstin Emhoff]
Generated description
Kerstin Emhoff is an American film producer and co-founder of the production company Prettybird, known for her work in commercials, music videos, and short films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kerstin Emhoff
Target entity description: Kerstin Emhoff is an American film producer and co-founder of the production company Prettybird, known for her work in commercials, music videos, and short films.
  • A. Christiane Schröder
    Christiane Schröder is a notable individual who carries the German surname Schröder, recognized among the distinguished bearers of this name.
  • B. Barbara Müller
    Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
  • C. Luise Oettinger
    Luise Oettinger was the wife of Nobel Prize–winning physicist and physical chemist Gerhard Herzberg.
  • D. Bärbel Bohley
    Bärbel Bohley was a prominent East German civil rights activist and painter who became a leading figure in the peaceful opposition to the GDR regime and the 1989 democratic revolution.
  • E. Marianne Weber
    Marianne Weber was a German sociologist, women's rights activist, and biographer of her husband Max Weber, known for her influential work on marriage, gender, and law.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa4065ac8190a898a1025365b8e9 completed March 9, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c57f60c819080e237b4b056d73b completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54dbaf3d88190962e5c0b5b4604d4 completed March 14, 2026, 11:59 a.m.
NED2 Entity disambiguation (via description) batch_69b54e16cde48190bb82f0eb04470629 completed March 14, 2026, 12:01 p.m.
Created at: March 9, 2026, 3:34 p.m.