Triple

T11442279
Position Surface form Disambiguated ID Type / Status
Subject Missouri State Treasurer E271173 entity
Predicate oversees P46 FINISHED
Object Missouri 529 education savings programs
Missouri 529 education savings programs are state-sponsored, tax-advantaged investment plans that help families save and pay for future education expenses for beneficiaries.
E926193 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: Missouri 529 education savings programs | Statement: [Missouri State Treasurer, oversees, Missouri 529 education savings programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Missouri 529 education savings programs
Context triple: [Missouri State Treasurer, oversees, Missouri 529 education savings programs]
  • A. Oregon 529 college savings programs
    Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
  • B. Illinois 529 college savings plans
    Illinois 529 college savings plans are state-sponsored, tax-advantaged investment programs that help families save and pay for future education expenses.
  • C. Massachusetts College Savings Programs
    Massachusetts College Savings Programs are state-sponsored 529 plans that help families save and invest tax-advantaged funds for future higher education expenses.
  • D. Missouri Energy Loan Program
    The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
  • E. Missouri State Board of Education
    The Missouri State Board of Education is the governing body that sets education policy and oversees public elementary and secondary schooling standards across the state of Missouri.
  • 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: Missouri 529 education savings programs
Triple: [Missouri State Treasurer, oversees, Missouri 529 education savings programs]
Generated description
Missouri 529 education savings programs are state-sponsored, tax-advantaged investment plans that help families save and pay for future education expenses for beneficiaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Missouri 529 education savings programs
Target entity description: Missouri 529 education savings programs are state-sponsored, tax-advantaged investment plans that help families save and pay for future education expenses for beneficiaries.
  • A. Oregon 529 college savings programs
    Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
  • B. Illinois 529 college savings plans
    Illinois 529 college savings plans are state-sponsored, tax-advantaged investment programs that help families save and pay for future education expenses.
  • C. Massachusetts College Savings Programs
    Massachusetts College Savings Programs are state-sponsored 529 plans that help families save and invest tax-advantaged funds for future higher education expenses.
  • D. Missouri Energy Loan Program
    The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
  • E. Missouri State Board of Education
    The Missouri State Board of Education is the governing body that sets education policy and oversees public elementary and secondary schooling standards across the state of Missouri.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d808891b7481908bf5a80cb7644061 completed April 9, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d3a2a68481909704ef9a7f780afc completed April 20, 2026, 7:20 a.m.
NEDg Description generation batch_69e5d6a10c0c8190a96a4fc4ef330e8b completed April 20, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_69e5d7fd235081909870476cbc9817b2 completed April 20, 2026, 7:38 a.m.
Created at: April 8, 2026, 9:35 p.m.