Triple

T17812743
Position Surface form Disambiguated ID Type / Status
Subject Muncie E444751 entity
Predicate hasNotableStudy P21402 FINISHED
Object Middletown: A Study in Modern American Culture
"Middletown: A Study in Modern American Culture" is a landmark 1929 sociological study by Robert and Helen Lynd that closely examines everyday life in a typical American small city to understand broader U.S. social and cultural patterns.
E1289667 NE FINISHED

How this triple was built (5 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: A Study in Modern American Culture | Statement: [Muncie, hasNotableStudy, Middletown: A Study in Modern American Culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middletown: A Study in Modern American Culture
Context triple: [Muncie, hasNotableStudy, Middletown: A Study in Modern American Culture]
  • A. 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.
  • B. The American City: A Problem in Democracy
    The American City: A Problem in Democracy is an early 20th-century work of political and social analysis examining how rapid urbanization challenges democratic governance in the United States.
  • C. The Death and Life of Great American Cities
    The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
  • D. The Soul of the City
    "The Soul of the City" is a poem by Vachel Lindsay that evokes the spiritual and emotional essence of urban life through vivid, rhythmic imagery.
  • E. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • 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: A Study in Modern American Culture
Triple: [Muncie, hasNotableStudy, Middletown: A Study in Modern American Culture]
Generated description
"Middletown: A Study in Modern American Culture" is a landmark 1929 sociological study by Robert and Helen Lynd that closely examines everyday life in a typical American small city to understand broader U.S. social and cultural patterns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middletown: A Study in Modern American Culture
Target entity description: "Middletown: A Study in Modern American Culture" is a landmark 1929 sociological study by Robert and Helen Lynd that closely examines everyday life in a typical American small city to understand broader U.S. social and cultural patterns.
  • A. 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.
  • B. The American City: A Problem in Democracy
    The American City: A Problem in Democracy is an early 20th-century work of political and social analysis examining how rapid urbanization challenges democratic governance in the United States.
  • C. The Death and Life of Great American Cities
    The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
  • D. The Soul of the City
    "The Soul of the City" is a poem by Vachel Lindsay that evokes the spiritual and emotional essence of urban life through vivid, rhythmic imagery.
  • E. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableStudy
Context triple: [Muncie, hasNotableStudy, Middletown: A Study in Modern American Culture]
  • A. hasScientificStudy
    Indicates that there exists a scientific study that investigates, analyzes, or provides evidence about the referenced entity or relationship.
  • B. hasNotableResearchOutput chosen
    Indicates that an entity is associated with significant, recognized, or influential research results or publications.
  • C. hasBeenStudiedSince
    Indicates that an entity has been the subject of study or research starting from a specified point in time and continuing thereafter.
  • D. hasStudyModel
    Indicates that an entity is associated with, or defined by, a particular study model used for analysis, simulation, or representation.
  • E. hasResearchStatus
    Indicates that an entity holds a particular stage or condition within a research process, such as planned, in progress, completed, or published.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69e3d8de28688190844b65acf6af54e6 completed April 18, 2026, 7:17 p.m.
Created at: April 10, 2026, 10:14 a.m.