Triple
T8693679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urbanized Area Formula Program |
E206351
|
entity |
| Predicate | relatedProgram |
P37
|
FINISHED |
| Object |
State of Good Repair Grants
State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
|
E751034
|
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: State of Good Repair Grants | Statement: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State of Good Repair Grants Context triple: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
-
A.
Community Renewal Fund
The Community Renewal Fund was a UK government pilot funding programme designed to support local economic growth, skills, and community projects in preparation for the wider UK Shared Prosperity Fund.
-
B.
Historic Preservation Fund grants
Historic Preservation Fund grants are U.S. federal financial awards that support the preservation and protection of significant historic and cultural resources, particularly through programs such as Tribal and State Historic Preservation Offices.
-
C.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
-
D.
Specially Adapted Housing grants
Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
-
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: State of Good Repair Grants Triple: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
Generated description
State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State of Good Repair Grants Target entity description: State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
-
A.
Community Renewal Fund
The Community Renewal Fund was a UK government pilot funding programme designed to support local economic growth, skills, and community projects in preparation for the wider UK Shared Prosperity Fund.
-
B.
Historic Preservation Fund grants
Historic Preservation Fund grants are U.S. federal financial awards that support the preservation and protection of significant historic and cultural resources, particularly through programs such as Tribal and State Historic Preservation Offices.
-
C.
Renewal Communities program
The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
-
D.
Specially Adapted Housing grants
Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
-
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
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_69ca835481fc819084e33d3bc883bfa6 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5826bbb48190a212fb1bb06e05e6 |
completed | March 31, 2026, 11:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3f36a6081909e300f168fbcb8ac |
completed | April 2, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69cef6507d2881909d2db28c48ef5fbd |
completed | April 2, 2026, 11:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef6e6436c8190a836ffe475f0a134 |
completed | April 2, 2026, 11:08 p.m. |
Created at: March 30, 2026, 6:33 p.m.