Triple

T1341314
Position Surface form Disambiguated ID Type / Status
Subject Head Start program E28469 entity
Predicate legalBasis P125 FINISHED
Object Head Start Act
The Head Start Act is a U.S. federal law that authorizes and governs the Head Start early childhood education program for low-income children and families.
 E28469 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: Head Start Act | Statement: [Head Start program, legalBasis, Head Start Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Head Start Act
Context triple: [Head Start program, legalBasis, Head Start Act]
  • A. 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.
  • B. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • C. Child Nutrition Act of 1966
    The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
  • D. Richard B. Russell National School Lunch Act
    The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
  • E. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • 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: Head Start Act
Triple: [Head Start program, legalBasis, Head Start Act]
Generated description
The Head Start Act is a U.S. federal law that authorizes and governs the Head Start early childhood education program for low-income children and families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Head Start Act
Target entity description: The Head Start Act is a U.S. federal law that authorizes and governs the Head Start early childhood education program for low-income children and families.
  • A. Head Start program chosen
    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.
  • B. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • C. Child Nutrition Act of 1966
    The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
  • D. Richard B. Russell National School Lunch Act
    The Richard B. Russell National School Lunch Act is a U.S. federal law that established and governs the National School Lunch Program, providing subsidized meals to schoolchildren nationwide.
  • E. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c215fc008190b01fd8150b9f3b2a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc6305c988190830dd535726c6338 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc91793688190a223365d50498cc7 completed March 8, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69acc9b8c86c8190bc3526b85604884d completed March 8, 2026, 12:58 a.m.
Created at: March 1, 2026, 7:56 p.m.