Triple

T613496
Position Surface form Disambiguated ID Type / Status
Subject Johannes Kepler E12150 entity
Predicate spouse P13 FINISHED
Object Barbara Müller
Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
 E79520 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: Barbara Müller | Statement: [Johannes Kepler, spouse, Barbara Müller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Müller
Context triple: [Johannes Kepler, spouse, Barbara Müller]
  • A. Doris Schröder-Köpf
    Doris Schröder-Köpf is a German journalist and politician who has served as a member of the Lower Saxony state parliament and is known for her work on integration and social policy.
  • B. Maike Kohl-Richter
    Maike Kohl-Richter is a German academic and lawyer best known as the second wife and widow of former Chancellor Helmut Kohl.
  • C. Katharina Gsell
    Katharina Gsell was the wife of the eminent Swiss mathematician Leonhard Euler and the daughter of Swiss painter Georg Gsell.
  • D. Frieda Knecht
    Frieda Knecht was the wife of Hans Albert Einstein, the second son of physicist Albert Einstein.
  • E. Eva Schubach
    Eva Schubach is known as a former spouse of Gerhard Schröder, the one-time Chancellor of Germany.
  • 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: Barbara Müller
Triple: [Johannes Kepler, spouse, Barbara Müller]
Generated description
Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Müller
Target entity description: Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
  • A. Doris Schröder-Köpf
    Doris Schröder-Köpf is a German journalist and politician who has served as a member of the Lower Saxony state parliament and is known for her work on integration and social policy.
  • B. Maike Kohl-Richter
    Maike Kohl-Richter is a German academic and lawyer best known as the second wife and widow of former Chancellor Helmut Kohl.
  • C. Katharina Gsell
    Katharina Gsell was the wife of the eminent Swiss mathematician Leonhard Euler and the daughter of Swiss painter Georg Gsell.
  • D. Frieda Knecht
    Frieda Knecht was the wife of Hans Albert Einstein, the second son of physicist Albert Einstein.
  • E. Eva Schubach
    Eva Schubach is known as a former spouse of Gerhard Schröder, the one-time Chancellor of Germany.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49e08dbf88190ab050078a63e266b completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56eeb783c819096d6557d31608ce4 completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a56f749cb48190b0976b157309dc84 completed March 2, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69a56fedabcc8190a6dd0a268350ca5d completed March 2, 2026, 11:09 a.m.
Created at: March 1, 2026, 7:35 p.m.