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.