Triple
T221378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Society |
E4220
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Demonstration Cities and Metropolitan Development Act of 1966
The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
|
E28655
|
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: Demonstration Cities and Metropolitan Development Act of 1966 | Statement: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demonstration Cities and Metropolitan Development Act of 1966 Context triple: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
-
A.
Association of Metropolitan Authorities
The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
-
B.
Housing and Community Development Act of 1974
The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
-
C.
Riegle Community Development and Regulatory Improvement Act of 1994
The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
-
D.
Housing Act of 1949
The Housing Act of 1949 was a landmark U.S. federal law that expanded public housing, funded urban redevelopment, and aimed to improve housing standards as part of postwar social reform.
-
E.
Garden city movement
The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
- 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: Demonstration Cities and Metropolitan Development Act of 1966 Triple: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
Generated description
The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demonstration Cities and Metropolitan Development Act of 1966 Target entity description: The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
-
A.
Association of Metropolitan Authorities
The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
-
B.
Housing and Community Development Act of 1974
The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
-
C.
Riegle Community Development and Regulatory Improvement Act of 1994
The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
-
D.
Housing Act of 1949
The Housing Act of 1949 was a landmark U.S. federal law that expanded public housing, funded urban redevelopment, and aimed to improve housing standards as part of postwar social reform.
-
E.
Garden city movement
The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c6e6fbc8190a8744e193df513e8 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3527641a081908fbcd0b16fc1c19e |
completed | Feb. 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69a3559bd7808190b5676537827aba91 |
completed | Feb. 28, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a356327bd881909b3e9895a3b81c9e |
completed | Feb. 28, 2026, 8:55 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.