Triple

T15007626
Position Surface form Disambiguated ID Type / Status
Subject New York State Medicaid managed care organizations E377748 entity
Predicate includesProgramType P72131 FINISHED
Object HIV Special Needs Plan
HIV Special Needs Plan is a specialized Medicaid managed care program in New York State designed to coordinate comprehensive health services for people living with HIV/AIDS and related complex needs.
E1131943 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: HIV Special Needs Plan | Statement: [New York State Medicaid managed care organizations, includesProgramType, HIV Special Needs Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HIV Special Needs Plan
Context triple: [New York State Medicaid managed care organizations, includesProgramType, HIV Special Needs Plan]
  • A. National HIV/AIDS Strategy of the United States
    The National HIV/AIDS Strategy of the United States is the federal government’s comprehensive roadmap for preventing new HIV infections, improving health outcomes for people living with HIV, and reducing HIV-related disparities nationwide.
  • B. President’s Emergency Plan for AIDS Relief
    The President’s Emergency Plan for AIDS Relief (PEPFAR) is a U.S. government global health initiative launched in 2003 to combat HIV/AIDS worldwide through funding, treatment, prevention, and care programs.
  • C. Ending the HIV Epidemic in the U.S. initiative
    Ending the HIV Epidemic in the U.S. initiative is a federal effort that aims to dramatically reduce new HIV infections nationwide through targeted prevention, diagnosis, treatment, and response strategies in the most affected communities.
  • D. Ryan White HIV/AIDS Program
    The Ryan White HIV/AIDS Program is a U.S. federal initiative that provides comprehensive medical care, support services, and medications to low-income people living with HIV who are uninsured or underinsured.
  • E. HIV/AIDS
    HIV/AIDS is a chronic, life-threatening disease caused by the human immunodeficiency virus, which attacks the immune system and has had profound global public health, social, and political impacts since its emergence in the late 20th century.
  • 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: HIV Special Needs Plan
Triple: [New York State Medicaid managed care organizations, includesProgramType, HIV Special Needs Plan]
Generated description
HIV Special Needs Plan is a specialized Medicaid managed care program in New York State designed to coordinate comprehensive health services for people living with HIV/AIDS and related complex needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HIV Special Needs Plan
Target entity description: HIV Special Needs Plan is a specialized Medicaid managed care program in New York State designed to coordinate comprehensive health services for people living with HIV/AIDS and related complex needs.
  • A. National HIV/AIDS Strategy of the United States
    The National HIV/AIDS Strategy of the United States is the federal government’s comprehensive roadmap for preventing new HIV infections, improving health outcomes for people living with HIV, and reducing HIV-related disparities nationwide.
  • B. President’s Emergency Plan for AIDS Relief
    The President’s Emergency Plan for AIDS Relief (PEPFAR) is a U.S. government global health initiative launched in 2003 to combat HIV/AIDS worldwide through funding, treatment, prevention, and care programs.
  • C. Ending the HIV Epidemic in the U.S. initiative
    Ending the HIV Epidemic in the U.S. initiative is a federal effort that aims to dramatically reduce new HIV infections nationwide through targeted prevention, diagnosis, treatment, and response strategies in the most affected communities.
  • D. Ryan White HIV/AIDS Program
    The Ryan White HIV/AIDS Program is a U.S. federal initiative that provides comprehensive medical care, support services, and medications to low-income people living with HIV who are uninsured or underinsured.
  • E. HIV/AIDS
    HIV/AIDS is a chronic, life-threatening disease caused by the human immunodeficiency virus, which attacks the immune system and has had profound global public health, social, and political impacts since its emergence in the late 20th century.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded73348d4819091d9e7f1b0fed822 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:55 a.m.