Triple

T6750682
Position Surface form Disambiguated ID Type / Status
Subject Alfred Weber E154332 entity
Predicate memberOf P10 FINISHED
Object Heidelberg School of sociology
The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
E616142 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: Heidelberg School of sociology | Statement: [Alfred Weber, memberOf, Heidelberg School of sociology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heidelberg School of sociology
Context triple: [Alfred Weber, memberOf, Heidelberg School of sociology]
  • A. Freiburg School
    The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
  • B. Frankfurt School
    The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
  • C. Institute of Sociology
    The Institute of Sociology is an academic unit specializing in sociological research and education within the University of Opole in Poland.
  • D. Darmstadt School
    The Darmstadt School was a mid-20th-century avant-garde movement in European classical music centered around the Darmstadt Summer Courses, known for its promotion of serialism and other radical compositional techniques.
  • E. Max Weber Center for Advanced Cultural and Social Studies
    The Max Weber Center for Advanced Cultural and Social Studies is an interdisciplinary research institute focused on comparative cultural and social science, particularly in the tradition of Max Weber’s sociology.
  • 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: Heidelberg School of sociology
Triple: [Alfred Weber, memberOf, Heidelberg School of sociology]
Generated description
The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heidelberg School of sociology
Target entity description: The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
  • A. Freiburg School
    The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
  • B. Frankfurt School
    The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
  • C. Institute of Sociology
    The Institute of Sociology is an academic unit specializing in sociological research and education within the University of Opole in Poland.
  • D. Darmstadt School
    The Darmstadt School was a mid-20th-century avant-garde movement in European classical music centered around the Darmstadt Summer Courses, known for its promotion of serialism and other radical compositional techniques.
  • E. Max Weber Center for Advanced Cultural and Social Studies
    The Max Weber Center for Advanced Cultural and Social Studies is an interdisciplinary research institute focused on comparative cultural and social science, particularly in the tradition of Max Weber’s sociology.
  • 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_69c6880ef37881909268a5a7299b9293 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1da32108190882949aa329d2b60 completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b1a0d7481908a813fa5c2e1ba6e completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c82a2008190b0f5f859687a7de5 completed March 27, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69c70d7e3d748190ace98ad9cb9c425b completed March 27, 2026, 11:06 p.m.
Created at: March 27, 2026, 2:11 p.m.