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.