Triple

T6006679
Position Surface form Disambiguated ID Type / Status
Subject Public Law 93-383 E133726 entity
Predicate createdProgram P6694 FINISHED
Object Urban Homesteading program
The Urban Homesteading program is a U.S. federal initiative that allowed individuals to acquire vacant, government-owned homes at little or no cost in exchange for rehabilitating and occupying them, aiming to revitalize distressed neighborhoods.
E561809 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: Urban Homesteading program | Statement: [Public Law 93-383, createdProgram, Urban Homesteading program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urban Homesteading program
Context triple: [Public Law 93-383, createdProgram, Urban Homesteading program]
  • A. GreenThumb community gardens program
    The GreenThumb community gardens program is a New York City initiative that supports and manages a network of community gardens, providing resources, education, and coordination to promote urban gardening and green spaces.
  • B. Sustainable Livelihood Program
    The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
  • C. People’s Gardens
    People’s Gardens is a historic public ornamental garden within Dublin’s Phoenix Park, known for its formal flowerbeds, ponds, and Victorian-era landscaping.
  • D. Family Self-Sufficiency Program for participating families
    The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
  • E. Incredible Edible Todmorden project
    The Incredible Edible Todmorden project is a community-led urban gardening initiative in Todmorden, England, that promotes local food growing in public spaces to encourage sustainability, resilience, and community engagement.
  • 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: Urban Homesteading program
Triple: [Public Law 93-383, createdProgram, Urban Homesteading program]
Generated description
The Urban Homesteading program is a U.S. federal initiative that allowed individuals to acquire vacant, government-owned homes at little or no cost in exchange for rehabilitating and occupying them, aiming to revitalize distressed neighborhoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urban Homesteading program
Target entity description: The Urban Homesteading program is a U.S. federal initiative that allowed individuals to acquire vacant, government-owned homes at little or no cost in exchange for rehabilitating and occupying them, aiming to revitalize distressed neighborhoods.
  • A. GreenThumb community gardens program
    The GreenThumb community gardens program is a New York City initiative that supports and manages a network of community gardens, providing resources, education, and coordination to promote urban gardening and green spaces.
  • B. Sustainable Livelihood Program
    The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
  • C. People’s Gardens
    People’s Gardens is a historic public ornamental garden within Dublin’s Phoenix Park, known for its formal flowerbeds, ponds, and Victorian-era landscaping.
  • D. Family Self-Sufficiency Program for participating families
    The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
  • E. Incredible Edible Todmorden project
    The Incredible Edible Todmorden project is a community-led urban gardening initiative in Todmorden, England, that promotes local food growing in public spaces to encourage sustainability, resilience, and community engagement.
  • 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_69c00872444c8190bfaf1739dcec765c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f13d9908190a11d9bef8652db93 completed March 22, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10895559081908b9efdd32ecef37f completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10b7467e88190955014bc060b20e4 completed March 23, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69c10c0a001c81908e3ca53e9491ff9a completed March 23, 2026, 9:46 a.m.
Created at: March 22, 2026, 4:06 p.m.