Triple

T18359930
Position Surface form Disambiguated ID Type / Status
Subject Tennessee Treasurer E439886 entity
Predicate responsibleFor P636 FINISHED
Object Tennessee 529 college savings programs
Tennessee 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
E1320211 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: Tennessee 529 college savings programs | Statement: [Tennessee Treasurer, responsibleFor, Tennessee 529 college savings programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tennessee 529 college savings programs
Context triple: [Tennessee Treasurer, responsibleFor, Tennessee 529 college 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. 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.
  • C. 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.
  • D. Nevada’s 529 college savings plans
    Nevada’s 529 college savings plans are tax-advantaged investment programs that allow families to save and grow funds for future higher education expenses.
  • E. Nevada Prepaid Tuition Program
    The Nevada Prepaid Tuition Program is a state-sponsored college savings plan that allows families to prepay future in-state tuition at today’s rates to help manage the cost of higher education.
  • 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: Tennessee 529 college savings programs
Triple: [Tennessee Treasurer, responsibleFor, Tennessee 529 college savings programs]
Generated description
Tennessee 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tennessee 529 college savings programs
Target entity description: Tennessee 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
  • 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. 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.
  • C. 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.
  • D. Nevada’s 529 college savings plans
    Nevada’s 529 college savings plans are tax-advantaged investment programs that allow families to save and grow funds for future higher education expenses.
  • E. Nevada Prepaid Tuition Program
    The Nevada Prepaid Tuition Program is a state-sponsored college savings plan that allows families to prepay future in-state tuition at today’s rates to help manage the cost of higher education.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516db045c8190b20c209225a53b9a completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc328b108190b28416eb5bfb0b4f completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d2a6e7648190881a140d42ae7e86 completed May 13, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a03d40ba5ec81909371d4134a88101d completed May 13, 2026, 1:29 a.m.
Created at: April 10, 2026, 10:37 a.m.