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.