Triple
T8693637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urbanized Area Formula Program |
E206351
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Federal Transit Administration formula grant programs
The Federal Transit Administration formula grant programs are a set of federally funded, population- and need-based funding streams that support public transportation planning, capital investments, and operations across U.S. transit agencies.
|
E751033
|
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: Federal Transit Administration formula grant programs | Statement: [Urbanized Area Formula Program, partOf, Federal Transit Administration formula grant programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Transit Administration formula grant programs Context triple: [Urbanized Area Formula Program, partOf, Federal Transit Administration formula grant programs]
-
A.
Federal Transit Administration
The Federal Transit Administration is a U.S. government agency that provides financial and technical assistance to support and improve public transportation systems nationwide.
-
B.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
-
C.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
-
D.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
E.
Bus and Bus Facilities program
The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
- 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: Federal Transit Administration formula grant programs Triple: [Urbanized Area Formula Program, partOf, Federal Transit Administration formula grant programs]
Generated description
The Federal Transit Administration formula grant programs are a set of federally funded, population- and need-based funding streams that support public transportation planning, capital investments, and operations across U.S. transit agencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Transit Administration formula grant programs Target entity description: The Federal Transit Administration formula grant programs are a set of federally funded, population- and need-based funding streams that support public transportation planning, capital investments, and operations across U.S. transit agencies.
-
A.
Federal Transit Administration
The Federal Transit Administration is a U.S. government agency that provides financial and technical assistance to support and improve public transportation systems nationwide.
-
B.
Surface Transportation Block Grant Program
The Surface Transportation Block Grant Program is a major federal funding program that provides flexible financial assistance to states and localities for a wide range of surface transportation projects, including highways, transit, and safety improvements.
-
C.
Bureau of Transportation Planning and Modal Programs
The Bureau of Transportation Planning and Modal Programs is a division of Alabama’s state transportation agency responsible for long-range transportation planning and overseeing various travel modes such as transit, rail, and other non-highway programs.
-
D.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
E.
Bus and Bus Facilities program
The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
- 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.