Triple

T12119411
Position Surface form Disambiguated ID Type / Status
Subject NCCDPHP E288650 entity
Predicate program P804 FINISHED
Object National Diabetes Prevention Program
The National Diabetes Prevention Program is a U.S. public health initiative that delivers evidence-based lifestyle change programs to help people with prediabetes prevent or delay type 2 diabetes.
E962966 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: National Diabetes Prevention Program | Statement: [NCCDPHP, program, National Diabetes Prevention Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Diabetes Prevention Program
Context triple: [NCCDPHP, program, National Diabetes Prevention Program]
  • A. National Exercise Program
    The National Exercise Program is a U.S. federal initiative that designs and conducts exercises to test and improve the nation’s preparedness for disasters, emergencies, and other homeland security threats.
  • B. Alliance for a Healthier Generation
    The Alliance for a Healthier Generation is a U.S.-based nonprofit organization that works to reduce childhood obesity and promote healthy lifestyles for children by partnering with schools, communities, and businesses.
  • C. Nutrition Education and Obesity Prevention Grant Program
    The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
  • D. Omada Health
    Omada Health is a digital health company that delivers evidence-based, virtual care programs to help people prevent and manage chronic conditions such as diabetes, hypertension, and obesity.
  • E. Strength Through Joy program
    The Strength Through Joy program was a Nazi-era state-run leisure and tourism organization in Germany designed to provide affordable vacations and recreational activities to workers while promoting regime ideology.
  • 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: National Diabetes Prevention Program
Triple: [NCCDPHP, program, National Diabetes Prevention Program]
Generated description
The National Diabetes Prevention Program is a U.S. public health initiative that delivers evidence-based lifestyle change programs to help people with prediabetes prevent or delay type 2 diabetes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Diabetes Prevention Program
Target entity description: The National Diabetes Prevention Program is a U.S. public health initiative that delivers evidence-based lifestyle change programs to help people with prediabetes prevent or delay type 2 diabetes.
  • A. National Exercise Program
    The National Exercise Program is a U.S. federal initiative that designs and conducts exercises to test and improve the nation’s preparedness for disasters, emergencies, and other homeland security threats.
  • B. Alliance for a Healthier Generation
    The Alliance for a Healthier Generation is a U.S.-based nonprofit organization that works to reduce childhood obesity and promote healthy lifestyles for children by partnering with schools, communities, and businesses.
  • C. Nutrition Education and Obesity Prevention Grant Program
    The Nutrition Education and Obesity Prevention Grant Program is a U.S. federal initiative that funds state and local efforts to provide nutrition education and promote healthy eating and physical activity among low-income populations to prevent obesity and related chronic diseases.
  • D. Omada Health
    Omada Health is a digital health company that delivers evidence-based, virtual care programs to help people prevent and manage chronic conditions such as diabetes, hypertension, and obesity.
  • E. Strength Through Joy program
    The Strength Through Joy program was a Nazi-era state-run leisure and tourism organization in Germany designed to provide affordable vacations and recreational activities to workers while promoting regime ideology.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91577a03c81909add7a5d7324a648 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f682397c819085a86a98e079660b completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5fef775508190ab3be470821c5a50 completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.