Triple

T36261213

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illinois 529 college savings plans	`E892091`	entity
Predicate	hasComponentPlan	`P10988`	FINISHED
Object	Bright Start Direct-Sold College Savings Program Bright Start Direct-Sold College Savings Program is Illinois’s direct-sold 529 college savings plan that allows families to invest for future education expenses with tax advantages and a range of investment options.	`E892091`	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: Bright Start Direct-Sold College Savings Program | Statement: [Illinois 529 college savings plans, hasComponentPlan, Bright Start Direct-Sold College Savings Program]

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: Bright Start Direct-Sold College Savings Program
Triple: [Illinois 529 college savings plans, hasComponentPlan, Bright Start Direct-Sold College Savings Program]

Generated description

Bright Start Direct-Sold College Savings Program is Illinois’s direct-sold 529 college savings plan that allows families to invest for future education expenses with tax advantages and a range of investment options.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasComponentPlan
Context triple: [Illinois 529 college savings plans, hasComponentPlan, Bright Start Direct-Sold College Savings Program]

A. hasPlan chosen
Indicates that an entity possesses or is associated with a specific plan or course of action.
B. hasPlanOrganization
Indicates that an entity is associated with, or belongs to, a specific organizational unit responsible for planning or plan-related activities.
C. hasPlannedPart
Indicates that one entity includes another entity as a component or segment within a planned or scheduled whole.
D. hasRelatedPlan
Indicates that one entity is associated with another entity through a plan that is relevant or connected to it.
E. hasGlobalPlan
Indicates that an entity possesses or is associated with an overarching, comprehensive plan that applies at a global or system-wide level.
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_6a037c8d06cc8190ab6a5e18d9d2571e`	completed	May 12, 2026, 7:16 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_6a037a0a54cc8190868c1bfa1590d1a6`	completed	May 12, 2026, 7:05 p.m.

Created at: May 3, 2026, 4:09 p.m.