Triple

T8264173
Position Surface form Disambiguated ID Type / Status
Subject Office of Population Affairs E193261 entity
Predicate administersProgram P86 FINISHED
Object Family Planning Services Grants
Family Planning Services Grants are U.S. federal funding awards that support clinics and organizations in providing comprehensive, affordable family planning and related preventive health services, particularly for low-income and underserved populations.
E722082 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: Family Planning Services Grants | Statement: [Office of Population Affairs, administersProgram, Family Planning Services Grants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Family Planning Services Grants
Context triple: [Office of Population Affairs, administersProgram, Family Planning Services Grants]
  • A. Maternal and Child Health Block Grant
    The Maternal and Child Health Block Grant is a major U.S. federal funding program that supports states and territories in improving the health and well-being of mothers, infants, children, including those with special health care needs, and their families.
  • B. 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.
  • C. Planned Parenthood
    Planned Parenthood is a nonprofit organization that provides reproductive health care, sex education, and advocacy for reproductive rights in the United States and internationally.
  • D. Population Council
    Population Council is an international nonprofit research organization focused on global health, reproductive health, and population issues.
  • E. Maternal and Child Health Bureau
    The Maternal and Child Health Bureau is a U.S. federal agency division that oversees programs and initiatives to improve the health and well-being of mothers, infants, children, and adolescents, including those with special health care needs.
  • 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: Family Planning Services Grants
Triple: [Office of Population Affairs, administersProgram, Family Planning Services Grants]
Generated description
Family Planning Services Grants are U.S. federal funding awards that support clinics and organizations in providing comprehensive, affordable family planning and related preventive health services, particularly for low-income and underserved populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Family Planning Services Grants
Target entity description: Family Planning Services Grants are U.S. federal funding awards that support clinics and organizations in providing comprehensive, affordable family planning and related preventive health services, particularly for low-income and underserved populations.
  • A. Maternal and Child Health Block Grant
    The Maternal and Child Health Block Grant is a major U.S. federal funding program that supports states and territories in improving the health and well-being of mothers, infants, children, including those with special health care needs, and their families.
  • B. 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.
  • C. Planned Parenthood
    Planned Parenthood is a nonprofit organization that provides reproductive health care, sex education, and advocacy for reproductive rights in the United States and internationally.
  • D. Population Council
    Population Council is an international nonprofit research organization focused on global health, reproductive health, and population issues.
  • E. Maternal and Child Health Bureau
    The Maternal and Child Health Bureau is a U.S. federal agency division that oversees programs and initiatives to improve the health and well-being of mothers, infants, children, and adolescents, including those with special health care needs.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb793aa8f08190b20b3616ceb9bec7 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd357b0ae081909fdaeab31624e6f1 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:49 p.m.