Triple

T2670967

Position	Surface form	Disambiguated ID	Type / Status
Subject	Article VII of the Florida Constitution	`E55744`	entity
Predicate	hasSection	`P35`	FINISHED
Object	Article VII, Section 12 of the Florida Constitution Article VII, Section 12 of the Florida Constitution is the provision that governs how local governments in Florida may issue bonds and incur long-term debt, including voter approval and repayment requirements.	`E313008`	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: Article VII, Section 12 of the Florida Constitution | Statement: [Article VII of the Florida Constitution, hasSection, Article VII, Section 12 of the Florida Constitution]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Article VII, Section 12 of the Florida Constitution
Context triple: [Article VII of the Florida Constitution, hasSection, Article VII, Section 12 of the Florida Constitution]

A. Article VII, Section 7 of the Florida Constitution
Article VII, Section 7 of the Florida Constitution is a state constitutional provision that governs specific aspects of Florida’s public finance and taxation powers within the broader framework of Article VII.
B. Article VII, Section 10 of the Florida Constitution
Article VII, Section 10 of the Florida Constitution is a state constitutional provision that restricts the use of public credit and funds to aid private entities, with limited exceptions for specified public purposes.
C. Article VII, Section 11 of the Florida Constitution
Article VII, Section 11 of the Florida Constitution is a state constitutional provision that governs the issuance of state bonds and other forms of public debt, including the purposes, limitations, and voter-approval requirements for such obligations.
D. Article VII, Section 2 of the Florida Constitution
Article VII, Section 2 of the Florida Constitution is the provision that governs the state’s requirements and procedures for levying ad valorem taxes, including limits and rules on property taxation.
E. Article VII, Section 6 of the Florida Constitution
Article VII, Section 6 of the Florida Constitution is the provision that governs homestead property tax exemptions for permanent residents, including eligibility criteria and limits on the exemption.
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: Article VII, Section 12 of the Florida Constitution
Triple: [Article VII of the Florida Constitution, hasSection, Article VII, Section 12 of the Florida Constitution]

Generated description

Article VII, Section 12 of the Florida Constitution is the provision that governs how local governments in Florida may issue bonds and incur long-term debt, including voter approval and repayment requirements.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Article VII, Section 12 of the Florida Constitution
Target entity description: Article VII, Section 12 of the Florida Constitution is the provision that governs how local governments in Florida may issue bonds and incur long-term debt, including voter approval and repayment requirements.

A. Article VII, Section 7 of the Florida Constitution
Article VII, Section 7 of the Florida Constitution is a state constitutional provision that governs specific aspects of Florida’s public finance and taxation powers within the broader framework of Article VII.
B. Article VII, Section 10 of the Florida Constitution
Article VII, Section 10 of the Florida Constitution is a state constitutional provision that restricts the use of public credit and funds to aid private entities, with limited exceptions for specified public purposes.
C. Article VII, Section 11 of the Florida Constitution
Article VII, Section 11 of the Florida Constitution is a state constitutional provision that governs the issuance of state bonds and other forms of public debt, including the purposes, limitations, and voter-approval requirements for such obligations.
D. Article VII, Section 2 of the Florida Constitution
Article VII, Section 2 of the Florida Constitution is the provision that governs the state’s requirements and procedures for levying ad valorem taxes, including limits and rules on property taxation.
E. Article VII, Section 6 of the Florida Constitution
Article VII, Section 6 of the Florida Constitution is the provision that governs homestead property tax exemptions for permanent residents, including eligibility criteria and limits on the exemption.
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_69ab49e54de48190be708cd1cf8be073`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd98e7d00819088398206fc7db477`	completed	March 7, 2026, 7:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b0862d08e48190a40af283184991ee`	completed	March 10, 2026, 8:59 p.m.
NEDg	Description generation	`batch_69b0d02aaeb48190988cdb86f898d647`	completed	March 11, 2026, 2:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69b0d0995558819093d2f02218710296`	completed	March 11, 2026, 2:16 a.m.

Created at: March 6, 2026, 9:54 p.m.