Triple

T9596743
Position Surface form Disambiguated ID Type / Status
Subject Ferdinand Tönnies E231547 entity
Predicate memberOf P10 FINISHED
Object German Sociological Association
The German Sociological Association is a major professional organization that brings together sociologists in Germany to promote sociological research, discourse, and collaboration.
 E808862 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: German Sociological Association | Statement: [Ferdinand Tönnies, memberOf, German Sociological Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: German Sociological Association
Context triple: [Ferdinand Tönnies, memberOf, German Sociological Association]
  • A. German Anthropological Society
    The German Anthropological Society is a scholarly organization dedicated to the scientific study of human beings, including their biological, cultural, and historical development.
  • B. Verein für Socialpolitik
    The Verein für Socialpolitik is a prominent German-speaking association of economists known for shaping social and economic policy debates since the late 19th century.
  • C. German Socialist German Student Union
    The German Socialist German Student Union was a radical left-wing student organization in West Germany that played a prominent role in the country’s New Left and 1960s protest movements.
  • D. German Council of Science and Humanities
    The German Council of Science and Humanities is a key advisory body in Germany that provides expert recommendations on the development of science, research, and higher education policy to the federal and state governments.
  • E. Max Planck Institute for the Study of Societies
    The Max Planck Institute for the Study of Societies is a German research institute in Cologne that conducts advanced social science research on the political and economic foundations of modern societies.
  • 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: German Sociological Association
Triple: [Ferdinand Tönnies, memberOf, German Sociological Association]
Generated description
The German Sociological Association is a major professional organization that brings together sociologists in Germany to promote sociological research, discourse, and collaboration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: German Sociological Association
Target entity description: The German Sociological Association is a major professional organization that brings together sociologists in Germany to promote sociological research, discourse, and collaboration.
  • A. German Anthropological Society
    The German Anthropological Society is a scholarly organization dedicated to the scientific study of human beings, including their biological, cultural, and historical development.
  • B. Verein für Socialpolitik
    The Verein für Socialpolitik is a prominent German-speaking association of economists known for shaping social and economic policy debates since the late 19th century.
  • C. German Socialist German Student Union
    The German Socialist German Student Union was a radical left-wing student organization in West Germany that played a prominent role in the country’s New Left and 1960s protest movements.
  • D. German Council of Science and Humanities
    The German Council of Science and Humanities is a key advisory body in Germany that provides expert recommendations on the development of science, research, and higher education policy to the federal and state governments.
  • E. Max Planck Institute for the Study of Societies
    The Max Planck Institute for the Study of Societies is a German research institute in Cologne that conducts advanced social science research on the political and economic foundations of modern societies.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a34f5408190ba72ba8311eb259c completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1619f4170819092ae90b2896b0855 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d163c1abfc8190baae07681ea13104 completed April 4, 2026, 7:17 p.m.
NED2 Entity disambiguation (via description) batch_69d16476b9188190ab28efb0433c99b0 completed April 4, 2026, 7:20 p.m.
Created at: March 30, 2026, 8:07 p.m.