Triple

T7031551
Position Surface form Disambiguated ID Type / Status
Subject Federal Office of Rural Health Policy E163281 entity
Predicate overseesProgram P86 FINISHED
Object Rural Maternity and Obstetrics Management Strategies Program
The Rural Maternity and Obstetrics Management Strategies Program is a federal initiative that supports innovative, community-based approaches to improve access to and quality of maternal and obstetric care in rural areas of the United States.
E637349 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 Maternity and Obstetrics Management Strategies Program | Statement: [Federal Office of Rural Health Policy, overseesProgram, Rural Maternity and Obstetrics Management Strategies Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rural Maternity and Obstetrics Management Strategies Program
Context triple: [Federal Office of Rural Health Policy, overseesProgram, Rural Maternity and Obstetrics Management Strategies 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. Maternal, Newborn & Child Health program
    The Maternal, Newborn & Child Health program is a global health initiative focused on improving the survival, health, and well-being of women during pregnancy and childbirth, as well as newborns and young children.
  • C. Midwifery Education Program
    The Midwifery Education Program is a professional undergraduate program at McMaster University that prepares students for careers as registered midwives through a combination of academic study and clinical training.
  • D. Reproductive and Child Health Programme
    The Reproductive and Child Health Programme is an Indian public health initiative aimed at improving maternal and child health outcomes through comprehensive reproductive, maternal, newborn, and child health services.
  • E. 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.
  • 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 Maternity and Obstetrics Management Strategies Program
Triple: [Federal Office of Rural Health Policy, overseesProgram, Rural Maternity and Obstetrics Management Strategies Program]
Generated description
The Rural Maternity and Obstetrics Management Strategies Program is a federal initiative that supports innovative, community-based approaches to improve access to and quality of maternal and obstetric care in rural areas of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rural Maternity and Obstetrics Management Strategies Program
Target entity description: The Rural Maternity and Obstetrics Management Strategies Program is a federal initiative that supports innovative, community-based approaches to improve access to and quality of maternal and obstetric care in rural areas of the United States.
  • 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. Maternal, Newborn & Child Health program
    The Maternal, Newborn & Child Health program is a global health initiative focused on improving the survival, health, and well-being of women during pregnancy and childbirth, as well as newborns and young children.
  • C. Midwifery Education Program
    The Midwifery Education Program is a professional undergraduate program at McMaster University that prepares students for careers as registered midwives through a combination of academic study and clinical training.
  • D. Reproductive and Child Health Programme
    The Reproductive and Child Health Programme is an Indian public health initiative aimed at improving maternal and child health outcomes through comprehensive reproductive, maternal, newborn, and child health services.
  • E. 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.
  • 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.