Triple

T3267628
Position Surface form Disambiguated ID Type / Status
Subject Cabrini–Green E68563 entity
Predicate associatedWith P37 FINISHED
Object Plan for Transformation (Chicago public housing)
Plan for Transformation (Chicago public housing) was a large-scale redevelopment initiative launched in the late 1990s to demolish distressed high-rise public housing projects like Cabrini–Green and replace them with mixed-income communities across Chicago.
E68563 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: Plan for Transformation (Chicago public housing) | Statement: [Cabrini–Green, associatedWith, Plan for Transformation (Chicago public housing)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plan for Transformation (Chicago public housing)
Context triple: [Cabrini–Green, associatedWith, Plan for Transformation (Chicago public housing)]
  • A. Tysons Comprehensive Plan for urban transformation
    The Tysons Comprehensive Plan for urban transformation is a long-term planning framework aimed at redeveloping Tysons, Virginia into a dense, transit-oriented, mixed-use urban center with improved walkability, public transit, and sustainable growth.
  • B. Plan of Chicago
    The Plan of Chicago is a landmark 1909 urban planning blueprint that proposed a comprehensive redesign and beautification of Chicago, profoundly influencing modern city planning in the United States.
  • C. Cabrini–Green (former public housing project)
    Cabrini–Green was a large, historically notorious public housing complex in Chicago known for its poverty, crime, and eventual demolition amid urban redevelopment efforts.
  • D. Pruitt–Igoe housing project
    The Pruitt–Igoe housing project was a large mid-20th-century public housing complex in St. Louis, Missouri, that became infamous as a symbol of failed urban renewal and modernist architectural planning.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • 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: Plan for Transformation (Chicago public housing)
Triple: [Cabrini–Green, associatedWith, Plan for Transformation (Chicago public housing)]
Generated description
Plan for Transformation (Chicago public housing) was a large-scale redevelopment initiative launched in the late 1990s to demolish distressed high-rise public housing projects like Cabrini–Green and replace them with mixed-income communities across Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plan for Transformation (Chicago public housing)
Target entity description: Plan for Transformation (Chicago public housing) was a large-scale redevelopment initiative launched in the late 1990s to demolish distressed high-rise public housing projects like Cabrini–Green and replace them with mixed-income communities across Chicago.
  • A. Tysons Comprehensive Plan for urban transformation
    The Tysons Comprehensive Plan for urban transformation is a long-term planning framework aimed at redeveloping Tysons, Virginia into a dense, transit-oriented, mixed-use urban center with improved walkability, public transit, and sustainable growth.
  • B. Plan of Chicago
    The Plan of Chicago is a landmark 1909 urban planning blueprint that proposed a comprehensive redesign and beautification of Chicago, profoundly influencing modern city planning in the United States.
  • C. Cabrini–Green (former public housing project) chosen
    Cabrini–Green was a large, historically notorious public housing complex in Chicago known for its poverty, crime, and eventual demolition amid urban redevelopment efforts.
  • D. Pruitt–Igoe housing project
    The Pruitt–Igoe housing project was a large mid-20th-century public housing complex in St. Louis, Missouri, that became infamous as a symbol of failed urban renewal and modernist architectural planning.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • F. None of above.

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_69ad8590444081909e8107a8aeef3a23 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adafcf9c6c819092f9c618b778b46d completed March 8, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ef261ec819091c62620765e2cef completed March 12, 2026, 10:01 a.m.
NEDg Description generation batch_69b28f9efe408190bcb1e16931b2fe62 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2a8b873b081909bbb5de329e45169 completed March 12, 2026, 11:51 a.m.
Created at: March 8, 2026, 3:09 p.m.