Triple

T11013455
Position Surface form Disambiguated ID Type / Status
Subject Robert McCormick Adams Jr. E260299 entity
Predicate notableWork P4 FINISHED
Object The Evolution of Urban Society
The Evolution of Urban Society is a seminal anthropological and archaeological study by Robert McCormick Adams Jr. that analyzes the development and transformation of early urban civilizations.
E900079 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: The Evolution of Urban Society | Statement: [Robert McCormick Adams Jr., notableWork, The Evolution of Urban Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Evolution of Urban Society
Context triple: [Robert McCormick Adams Jr., notableWork, The Evolution of Urban Society]
  • A. The Rise of Urbanization and the Decline of Citizenship
    The Rise of Urbanization and the Decline of Citizenship is a political and social theory book by Murray Bookchin that critiques modern urban development and argues for decentralized, participatory forms of democracy.
  • B. 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.
  • C. City & Society
    City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
  • D. The Urban Revolution
    The Urban Revolution is a seminal 1970 work by French philosopher and sociologist Henri Lefebvre that theorizes the rise of urban society as a dominant form of social organization and critiques the production of urban space under capitalism.
  • E. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • 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: The Evolution of Urban Society
Triple: [Robert McCormick Adams Jr., notableWork, The Evolution of Urban Society]
Generated description
The Evolution of Urban Society is a seminal anthropological and archaeological study by Robert McCormick Adams Jr. that analyzes the development and transformation of early urban civilizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Evolution of Urban Society
Target entity description: The Evolution of Urban Society is a seminal anthropological and archaeological study by Robert McCormick Adams Jr. that analyzes the development and transformation of early urban civilizations.
  • A. The Rise of Urbanization and the Decline of Citizenship
    The Rise of Urbanization and the Decline of Citizenship is a political and social theory book by Murray Bookchin that critiques modern urban development and argues for decentralized, participatory forms of democracy.
  • B. 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.
  • C. City & Society
    City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
  • D. The Urban Revolution
    The Urban Revolution is a seminal 1970 work by French philosopher and sociologist Henri Lefebvre that theorizes the rise of urban society as a dominant form of social organization and critiques the production of urban space under capitalism.
  • E. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7978b1e888190b297f107f6021b59 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e374c238ac81908e0a5eff958d6545 completed April 18, 2026, 12:10 p.m.
NEDg Description generation batch_69e37ab6ca788190ac41f9494ad9a47f completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e37c9439fc8190a69cfb1a13da4c19 completed April 18, 2026, 12:44 p.m.
Created at: April 8, 2026, 9:25 p.m.