Triple

T9807471
Position Surface form Disambiguated ID Type / Status
Subject Oregon ABLE Savings Plan E238187 entity
Predicate basedOn P98 FINISHED
Object Achieving a Better Life Experience Act of 2014
The Achieving a Better Life Experience Act of 2014 is a U.S. federal law that created tax-advantaged savings accounts (ABLE accounts) to help individuals with disabilities and their families save for disability-related expenses without losing eligibility for means-tested public benefits.
E822419 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: Achieving a Better Life Experience Act of 2014 | Statement: [Oregon ABLE Savings Plan, basedOn, Achieving a Better Life Experience Act of 2014]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Achieving a Better Life Experience Act of 2014
Context triple: [Oregon ABLE Savings Plan, basedOn, Achieving a Better Life Experience Act of 2014]
  • A. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • B. Transportation Equity Act for the 21st Century
    The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
  • C. H.R.3261
    H.R.3261 is the formal designation for the Stop Online Piracy Act, a controversial U.S. House bill introduced in 2011 aimed at combating online copyright infringement.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Foundations for Evidence-Based Policymaking Act of 2018
    The Foundations for Evidence-Based Policymaking Act of 2018 is a U.S. federal law that promotes the use of data, evaluation, and statistical evidence to improve government decision-making and program effectiveness.
  • 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: Achieving a Better Life Experience Act of 2014
Triple: [Oregon ABLE Savings Plan, basedOn, Achieving a Better Life Experience Act of 2014]
Generated description
The Achieving a Better Life Experience Act of 2014 is a U.S. federal law that created tax-advantaged savings accounts (ABLE accounts) to help individuals with disabilities and their families save for disability-related expenses without losing eligibility for means-tested public benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Achieving a Better Life Experience Act of 2014
Target entity description: The Achieving a Better Life Experience Act of 2014 is a U.S. federal law that created tax-advantaged savings accounts (ABLE accounts) to help individuals with disabilities and their families save for disability-related expenses without losing eligibility for means-tested public benefits.
  • A. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • B. Transportation Equity Act for the 21st Century
    The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
  • C. H.R.3261
    H.R.3261 is the formal designation for the Stop Online Piracy Act, a controversial U.S. House bill introduced in 2011 aimed at combating online copyright infringement.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Foundations for Evidence-Based Policymaking Act of 2018
    The Foundations for Evidence-Based Policymaking Act of 2018 is a U.S. federal law that promotes the use of data, evaluation, and statistical evidence to improve government decision-making and program effectiveness.
  • 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_69ca84defac48190abc1148804f184c1 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab7ddaac8190a5584a5c863fbaa3 completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc57119881909616d835def02fc9 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1cd137b30819089356b9fbc265d17 completed April 5, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd8fcf488190bc72a99e81fb618b completed April 5, 2026, 2:48 a.m.
Created at: March 30, 2026, 8:29 p.m.