Triple

T694135
Position Surface form Disambiguated ID Type / Status
Subject Atlanta BeltLine E13858 entity
Predicate hasProgram P178 FINISHED
Object Atlanta BeltLine Affordable Housing Trust Fund
The Atlanta BeltLine Affordable Housing Trust Fund is a dedicated funding mechanism that supports the creation and preservation of affordable housing in neighborhoods surrounding the Atlanta BeltLine redevelopment project.
E13858 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: Atlanta BeltLine Affordable Housing Trust Fund | Statement: [Atlanta BeltLine, hasProgram, Atlanta BeltLine Affordable Housing Trust Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlanta BeltLine Affordable Housing Trust Fund
Context triple: [Atlanta BeltLine, hasProgram, Atlanta BeltLine Affordable Housing Trust Fund]
  • A. Atlanta BeltLine
    The Atlanta BeltLine is a major urban redevelopment project transforming a former railway corridor into a network of multi-use trails, parks, and transit encircling Atlanta’s core neighborhoods.
  • B. 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.
  • C. Metropolitan Atlanta Rapid Transit Authority (MARTA)
    The Metropolitan Atlanta Rapid Transit Authority (MARTA) is the primary public transportation agency serving the Atlanta metropolitan area, operating a network of heavy rail, bus, and paratransit services.
  • D. Penn Center
    Penn Center is a major commercial and office complex in downtown Philadelphia that emerged as one of the city’s first large-scale urban renewal projects in the mid-20th century.
  • E. Chicago Housing Authority
    The Chicago Housing Authority is the municipal agency responsible for developing, managing, and overseeing public housing and related housing assistance programs in the city of Chicago.
  • 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: Atlanta BeltLine Affordable Housing Trust Fund
Triple: [Atlanta BeltLine, hasProgram, Atlanta BeltLine Affordable Housing Trust Fund]
Generated description
The Atlanta BeltLine Affordable Housing Trust Fund is a dedicated funding mechanism that supports the creation and preservation of affordable housing in neighborhoods surrounding the Atlanta BeltLine redevelopment project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlanta BeltLine Affordable Housing Trust Fund
Target entity description: The Atlanta BeltLine Affordable Housing Trust Fund is a dedicated funding mechanism that supports the creation and preservation of affordable housing in neighborhoods surrounding the Atlanta BeltLine redevelopment project.
  • A. Atlanta BeltLine chosen
    The Atlanta BeltLine is a major urban redevelopment project transforming a former railway corridor into a network of multi-use trails, parks, and transit encircling Atlanta’s core neighborhoods.
  • B. 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.
  • C. Metropolitan Atlanta Rapid Transit Authority (MARTA)
    The Metropolitan Atlanta Rapid Transit Authority (MARTA) is the primary public transportation agency serving the Atlanta metropolitan area, operating a network of heavy rail, bus, and paratransit services.
  • D. Penn Center
    Penn Center is a major commercial and office complex in downtown Philadelphia that emerged as one of the city’s first large-scale urban renewal projects in the mid-20th century.
  • E. Chicago Housing Authority
    The Chicago Housing Authority is the municipal agency responsible for developing, managing, and overseeing public housing and related housing assistance programs in the city of Chicago.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0c3f39c8190a3014df428817492 completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a637514c9081909938d0801f071fea completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63b69c1788190b9bc613d04d7d5b0 completed March 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69a63bc5a9808190b881ebd85d3d6ee8 completed March 3, 2026, 1:39 a.m.
Created at: March 1, 2026, 7:36 p.m.