Triple

T36261238
Position Surface form Disambiguated ID Type / Status
Subject Illinois 529 college savings plans E892091 entity
Predicate federalLawFramework P146487 FINISHED
Object Internal Revenue Code Section 529
Internal Revenue Code Section 529 is a provision of U.S. tax law that authorizes tax-advantaged savings plans to help families save and invest for future education expenses.
 E2176084 NE FINISHED

How this triple was built (3 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: Internal Revenue Code Section 529 | Statement: [Illinois 529 college savings plans, federalLawFramework, Internal Revenue Code Section 529]
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: Internal Revenue Code Section 529
Triple: [Illinois 529 college savings plans, federalLawFramework, Internal Revenue Code Section 529]
Generated description
Internal Revenue Code Section 529 is a provision of U.S. tax law that authorizes tax-advantaged savings plans to help families save and invest for future education expenses.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: federalLawFramework
Context triple: [Illinois 529 college savings plans, federalLawFramework, Internal Revenue Code Section 529]
  • A. federalLawContext
    Indicates that the relationship or action occurs within, is governed by, or is interpreted according to federal law or a federal legal framework.
  • B. federalStatute chosen
    Indicates that the relationship involves or is governed by a law enacted at the national (federal) level, as opposed to state or local law.
  • C. federalLawRepresentedBy
    Indicates that a federal law is formally presented, advocated, or sponsored by a particular representative or legal entity.
  • D. countryLegalFramework
    Indicates the legal system, regulations, and institutional rules that govern actions and relationships within a given country.
  • E. federalLawsImplementedBy
    Indicates that certain federal laws are put into effect, enforced, or carried out by a specified implementing entity.
  • F. None of above.

Provenance (6 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_69f76e4699188190af045b11a840ce31 completed May 3, 2026, 3:48 p.m.
NER Named-entity recognition batch_69f7b6227808819085a3d728329481a0 completed May 3, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a396e0a94308190ad57c17802e2b133 completed June 22, 2026, 5:16 p.m.
NEDg Description generation batch_6a396ed615e88190afc150b7ad4121ef completed June 22, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_6a396fd681a88190a687284b93b848d1 completed June 22, 2026, 5:24 p.m.
PD Predicate disambiguation batch_69f7b4c44390819084fb5558b354658f completed May 3, 2026, 8:49 p.m.
Created at: May 3, 2026, 4:09 p.m.