Triple

T23517054
Position Surface form Disambiguated ID Type / Status
Subject Harper government E574394 entity
Predicate implementedPolicy P172 FINISHED
Object Universal Child Care Benefit expansion
The Universal Child Care Benefit expansion was a Canadian federal initiative that increased and broadened child care payments to families, introduced under Prime Minister Stephen Harper’s government.
E1591645 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: Universal Child Care Benefit expansion | Statement: [Harper government, implementedPolicy, Universal Child Care Benefit expansion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universal Child Care Benefit expansion
Context triple: [Harper government, implementedPolicy, Universal Child Care Benefit expansion]
  • A. Child Care and Development Fund
    The Child Care and Development Fund is a U.S. federal assistance program that helps low-income families access affordable child care so parents can work or attend education and training.
  • B. Child Tax Credit
    The Child Tax Credit is a U.S. federal tax benefit that reduces the income tax burden for eligible families by providing a per-child credit for qualifying dependent children.
  • C. National Creche Scheme
    The National Creche Scheme is an Indian government childcare program that provides day-care facilities, nutrition, and early childhood education support to young children of working mothers, particularly from disadvantaged communities.
  • D. Additional Child Tax Credit
    The Additional Child Tax Credit is a refundable U.S. federal income tax credit that allows eligible low- and moderate-income families to receive a refund based on the Child Tax Credit even if they owe little or no income tax.
  • E. Integrated Child Development Services
    Integrated Child Development Services is a flagship Indian government program that provides early childhood care, nutrition, and pre-school education to children under six years of age, along with health and nutrition support for pregnant and lactating women.
  • 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: Universal Child Care Benefit expansion
Triple: [Harper government, implementedPolicy, Universal Child Care Benefit expansion]
Generated description
The Universal Child Care Benefit expansion was a Canadian federal initiative that increased and broadened child care payments to families, introduced under Prime Minister Stephen Harper’s government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Universal Child Care Benefit expansion
Target entity description: The Universal Child Care Benefit expansion was a Canadian federal initiative that increased and broadened child care payments to families, introduced under Prime Minister Stephen Harper’s government.
  • A. Child Care and Development Fund
    The Child Care and Development Fund is a U.S. federal assistance program that helps low-income families access affordable child care so parents can work or attend education and training.
  • B. Child Tax Credit
    The Child Tax Credit is a U.S. federal tax benefit that reduces the income tax burden for eligible families by providing a per-child credit for qualifying dependent children.
  • C. National Creche Scheme
    The National Creche Scheme is an Indian government childcare program that provides day-care facilities, nutrition, and early childhood education support to young children of working mothers, particularly from disadvantaged communities.
  • D. Additional Child Tax Credit
    The Additional Child Tax Credit is a refundable U.S. federal income tax credit that allows eligible low- and moderate-income families to receive a refund based on the Child Tax Credit even if they owe little or no income tax.
  • E. Integrated Child Development Services
    Integrated Child Development Services is a flagship Indian government program that provides early childhood care, nutrition, and pre-school education to children under six years of age, along with health and nutrition support for pregnant and lactating women.
  • 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_69e245bb3dcc8190ba9a2b35972b58d0 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa82a8448190bf7ad56137c5eb94 completed April 29, 2026, 6:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf4acf7081909ea152eb4a634bab completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce210d8108190a6338389fcefb5a4 completed May 19, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce2bffdd8819081ef20b90bc0ae7b completed May 19, 2026, 10:22 p.m.
Created at: April 17, 2026, 6:08 p.m.