Triple

T1021759
Position Surface form Disambiguated ID Type / Status
Subject Food and Nutrition Service E22053 entity
Predicate hasProgram P178 FINISHED
Object Special Milk Program
The Special Milk Program is a federally assisted initiative in the United States that provides milk to children in schools and childcare institutions that do not participate in other federal meal service programs.
 E121750 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: Special Milk Program | Statement: [Food and Nutrition Service, hasProgram, Special Milk Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Milk Program
Context triple: [Food and Nutrition Service, hasProgram, Special Milk Program]
  • A. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • B. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • C. Head Start program
    The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
  • D. Imagination Library
    Imagination Library is a global early childhood literacy program that mails free, high-quality books each month to children from birth to age five to foster a love of reading.
  • E. Supplemental Nutrition Assistance Program
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional 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: Special Milk Program
Triple: [Food and Nutrition Service, hasProgram, Special Milk Program]
Generated description
The Special Milk Program is a federally assisted initiative in the United States that provides milk to children in schools and childcare institutions that do not participate in other federal meal service programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Special Milk Program
Target entity description: The Special Milk Program is a federally assisted initiative in the United States that provides milk to children in schools and childcare institutions that do not participate in other federal meal service programs.
  • A. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • B. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • C. Head Start program
    The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
  • D. Imagination Library
    Imagination Library is a global early childhood literacy program that mails free, high-quality books each month to children from birth to age five to foster a love of reading.
  • E. Supplemental Nutrition Assistance Program
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.