Triple

T11442280
Position Surface form Disambiguated ID Type / Status
Subject Missouri State Treasurer E271173 entity
Predicate oversees P46 FINISHED
Object Missouri ABLE savings program
The Missouri ABLE savings program is a state-sponsored initiative that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses in tax-advantaged accounts without jeopardizing certain public benefits.
E926194 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 ABLE savings program | Statement: [Missouri State Treasurer, oversees, Missouri ABLE savings program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Missouri ABLE savings program
Context triple: [Missouri State Treasurer, oversees, Missouri ABLE savings program]
  • A. North Carolina ABLE savings program
    The North Carolina ABLE savings program is a state-sponsored, tax-advantaged savings plan that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses without jeopardizing means-tested public benefits.
  • B. Oregon ABLE Savings Plan
    The Oregon ABLE Savings Plan is a state-sponsored, tax-advantaged savings program that allows people with disabilities and their families to save for disability-related expenses without losing eligibility for critical public benefits.
  • C. 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.
  • D. 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.
  • E. Missouri Department of Social Services
    The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in 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 ABLE savings program
Triple: [Missouri State Treasurer, oversees, Missouri ABLE savings program]
Generated description
The Missouri ABLE savings program is a state-sponsored initiative that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses in tax-advantaged accounts without jeopardizing certain public benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Missouri ABLE savings program
Target entity description: The Missouri ABLE savings program is a state-sponsored initiative that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses in tax-advantaged accounts without jeopardizing certain public benefits.
  • A. North Carolina ABLE savings program
    The North Carolina ABLE savings program is a state-sponsored, tax-advantaged savings plan that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses without jeopardizing means-tested public benefits.
  • B. Oregon ABLE Savings Plan
    The Oregon ABLE Savings Plan is a state-sponsored, tax-advantaged savings program that allows people with disabilities and their families to save for disability-related expenses without losing eligibility for critical public benefits.
  • C. 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.
  • D. 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.
  • E. Missouri Department of Social Services
    The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in 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.