Triple
T7031550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Office of Rural Health Policy |
E163281
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
Rural Residency Planning and Development Program
The Rural Residency Planning and Development Program is a federal initiative that supports the creation and expansion of medical residency programs in rural communities to strengthen the rural healthcare workforce.
|
E637348
|
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 Residency Planning and Development Program | Statement: [Federal Office of Rural Health Policy, overseesProgram, Rural Residency Planning and Development Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rural Residency Planning and Development Program Context triple: [Federal Office of Rural Health Policy, overseesProgram, Rural Residency Planning and Development Program]
-
A.
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.
-
B.
Rural Education Achievement Program
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
-
C.
Sustainable Livelihood Program
The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
-
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 Residency Planning and Development Program Triple: [Federal Office of Rural Health Policy, overseesProgram, Rural Residency Planning and Development Program]
Generated description
The Rural Residency Planning and Development Program is a federal initiative that supports the creation and expansion of medical residency programs in rural communities to strengthen the rural healthcare workforce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rural Residency Planning and Development Program Target entity description: The Rural Residency Planning and Development Program is a federal initiative that supports the creation and expansion of medical residency programs in rural communities to strengthen the rural healthcare workforce.
-
A.
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.
-
B.
Rural Education Achievement Program
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
-
C.
Sustainable Livelihood Program
The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
-
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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e20ee1208190811be10a84e7d8a4 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775980920819081d31b8d2843fb3d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77aa1c704819088a9561ac55f9037 |
completed | March 28, 2026, 6:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77b082f3c8190a649297ce0f816bb |
completed | March 28, 2026, 6:54 a.m. |
Created at: March 27, 2026, 2:35 p.m.