Triple

T17812705
Position Surface form Disambiguated ID Type / Status
Subject Muncie E444751 entity
Predicate knownFor P22 FINISHED
Object Middletown sociological studies
The Middletown sociological studies are a landmark series of early 20th-century community studies that examined everyday life, social structure, and cultural change in a typical American small city.
E1289657 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: Middletown sociological studies | Statement: [Muncie, knownFor, Middletown sociological studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middletown sociological studies
Context triple: [Muncie, knownFor, Middletown sociological studies]
  • A. City & Society
    City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
  • B. Middletown town government
    Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
  • C. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • D. The Philadelphia Negro
    The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
  • E. Dilemmas of Urban America
    Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
  • 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: Middletown sociological studies
Triple: [Muncie, knownFor, Middletown sociological studies]
Generated description
The Middletown sociological studies are a landmark series of early 20th-century community studies that examined everyday life, social structure, and cultural change in a typical American small city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middletown sociological studies
Target entity description: The Middletown sociological studies are a landmark series of early 20th-century community studies that examined everyday life, social structure, and cultural change in a typical American small city.
  • A. City & Society
    City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
  • B. Middletown town government
    Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
  • C. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • D. The Philadelphia Negro
    The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
  • E. Dilemmas of Urban America
    Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4887c63608190b29a407cabff0bc5 completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff6254308190837052cba58d45c8 completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a0300aa8f2c8190adb9ed9ec63a9f9a completed May 12, 2026, 10:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0301570f188190a330b2a9f5f45191 completed May 12, 2026, 10:30 a.m.
Created at: April 10, 2026, 10:14 a.m.