Triple

T7329438
Position Surface form Disambiguated ID Type / Status
Subject Wirth E168959 entity
Predicate hasNotableBearer P458 FINISHED
Object Louis Wirth
Louis Wirth was a prominent 20th-century American sociologist and member of the Chicago School, known for his influential work on urbanism, minority groups, and the sociology of the city.
E656384 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: Louis Wirth | Statement: [Wirth, hasNotableBearer, Louis Wirth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Wirth
Context triple: [Wirth, hasNotableBearer, Louis Wirth]
  • A. Richard Linton
    Richard Linton is an American academic administrator and food science scholar who serves as the president of Kansas State University.
  • B. Herbert Blumer
    Herbert Blumer was an American sociologist best known for coining the term "symbolic interactionism" and significantly shaping the Chicago School of sociology.
  • C. Georg Simmel
    Georg Simmel was a pioneering German sociologist and philosopher known for his analyses of social forms, modernity, and urban life, which significantly shaped 20th-century social theory.
  • D. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • E. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • 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: Louis Wirth
Triple: [Wirth, hasNotableBearer, Louis Wirth]
Generated description
Louis Wirth was a prominent 20th-century American sociologist and member of the Chicago School, known for his influential work on urbanism, minority groups, and the sociology of the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Wirth
Target entity description: Louis Wirth was a prominent 20th-century American sociologist and member of the Chicago School, known for his influential work on urbanism, minority groups, and the sociology of the city.
  • A. Richard Linton
    Richard Linton is an American academic administrator and food science scholar who serves as the president of Kansas State University.
  • B. Herbert Blumer
    Herbert Blumer was an American sociologist best known for coining the term "symbolic interactionism" and significantly shaping the Chicago School of sociology.
  • C. Georg Simmel
    Georg Simmel was a pioneering German sociologist and philosopher known for his analyses of social forms, modernity, and urban life, which significantly shaped 20th-century social theory.
  • D. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • E. Norman H. Nie
    Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a9c0f081909218560d8a4f4995 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7ef9665748190bddc45f234af7a7b completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f02f95508190a7b323f3f94e4a0f completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.