Triple

T9283863
Position Surface form Disambiguated ID Type / Status
Subject Robert C. Weaver E223135 entity
Predicate notableWork P4 FINISHED
Object 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.
E789573 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: Dilemmas of Urban America | Statement: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dilemmas of Urban America
Context triple: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. New York urban realists
    New York urban realists were a group of early 20th-century American painters known for their realistic depictions of everyday city life, particularly in New York City’s streets, shops, and public spaces.
  • E. 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.
  • 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: Dilemmas of Urban America
Triple: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dilemmas of Urban America
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. New York urban realists
    New York urban realists were a group of early 20th-century American painters known for their realistic depictions of everyday city life, particularly in New York City’s streets, shops, and public spaces.
  • E. 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.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd081e72988190917f425e64631837 completed April 1, 2026, 11:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2134d408190b21c7dc642549fe4 completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b301659481909c1865884421fcde completed April 4, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69d0b38ae1ec8190b36019d3a642290d completed April 4, 2026, 6:45 a.m.
Created at: March 30, 2026, 7:34 p.m.