Triple
T1849863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Transit Database |
E41368
|
entity |
| Predicate | supportsProgram |
P178
|
FINISHED |
| Object |
Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
|
E206352
|
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: Rural Area Formula Program | Statement: [National Transit Database, supportsProgram, Rural Area Formula Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rural Area Formula Program Context triple: [National Transit Database, supportsProgram, Rural Area Formula Program]
-
A.
Rural Health Care program
The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
-
B.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
C.
USDA Rural Development mission area
The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
-
D.
Scotland Rural Development Programme
The Scotland Rural Development Programme is a government funding scheme designed to support sustainable land management, rural businesses, and community development across rural Scotland.
-
E.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
- 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: Rural Area Formula Program Triple: [National Transit Database, supportsProgram, Rural Area Formula Program]
Generated description
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rural Area Formula Program Target entity description: The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
-
A.
Rural Health Care program
The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
-
B.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
C.
USDA Rural Development mission area
The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
-
D.
Scotland Rural Development Programme
The Scotland Rural Development Programme is a government funding scheme designed to support sustainable land management, rural businesses, and community development across rural Scotland.
-
E.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb066bd6881909c8d6a6b63cb0ee5 |
completed | March 7, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9c5852081909e178b7e55c11bc7 |
completed | March 8, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69adcaf23e748190a031625208f4cf17 |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcbf835b48190aaeb61f34f6aafdc |
completed | March 8, 2026, 7:20 p.m. |
Created at: March 4, 2026, 7:33 p.m.