Triple

T14553071
Position Surface form Disambiguated ID Type / Status
Subject Kokua Hawaii Foundation E341465 entity
Predicate hasProgram P178 FINISHED
Object ʻĀINA Farm to School program
ʻĀINA Farm to School program is an educational initiative that connects Hawaiʻi students to healthy, local food systems through garden-based learning, nutrition education, and environmental stewardship activities.
E125347 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: ʻĀINA Farm to School program | Statement: [Kokua Hawaii Foundation, hasProgram, ʻĀINA Farm to School program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ʻĀINA Farm to School program
Context triple: [Kokua Hawaii Foundation, hasProgram, ʻĀINA Farm to School program]
  • A. Farm to School Program
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • B. Fresh Fruit and Vegetable Program
    The Fresh Fruit and Vegetable Program is a U.S. federal initiative that provides free fresh produce snacks to elementary school children in participating schools to encourage healthier eating habits.
  • C. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • D. National School Lunch Program
    The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to millions of children in public and nonprofit private schools each school day.
  • E. McGovern-Dole International Food for Education and Child Nutrition Program
    The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
  • 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: ʻĀINA Farm to School program
Triple: [Kokua Hawaii Foundation, hasProgram, ʻĀINA Farm to School program]
Generated description
ʻĀINA Farm to School program is an educational initiative that connects Hawaiʻi students to healthy, local food systems through garden-based learning, nutrition education, and environmental stewardship activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ʻĀINA Farm to School program
Target entity description: ʻĀINA Farm to School program is an educational initiative that connects Hawaiʻi students to healthy, local food systems through garden-based learning, nutrition education, and environmental stewardship activities.
  • A. Farm to School Program chosen
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • B. Fresh Fruit and Vegetable Program
    The Fresh Fruit and Vegetable Program is a U.S. federal initiative that provides free fresh produce snacks to elementary school children in participating schools to encourage healthier eating habits.
  • C. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • D. National School Lunch Program
    The National School Lunch Program is a federally assisted meal initiative in the United States that provides low-cost or free nutritious lunches to millions of children in public and nonprofit private schools each school day.
  • E. McGovern-Dole International Food for Education and Child Nutrition Program
    The McGovern-Dole International Food for Education and Child Nutrition Program is a U.S. government initiative that supports school feeding and nutrition projects in low-income countries to improve child health, education, and food security.
  • F. None of above.

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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2f00cec8190a7b6482d18b9a216 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ab7d698819085fd81d7b6f96317 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b8566cc81908c5cecefb5d71e63 completed May 8, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd8e8c320c8190b08af08226e50622 completed May 8, 2026, 7:19 a.m.
Created at: April 10, 2026, 1:23 a.m.