Triple
T1519434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State budget of Florida |
E32192
|
entity |
| Predicate | oversightBy |
P258
|
FINISHED |
| Object |
Florida Office of Economic and Demographic Research
The Florida Office of Economic and Demographic Research is a nonpartisan legislative research office that analyzes the state’s economy, population trends, and fiscal conditions to inform public policy and budgeting decisions.
|
E174193
|
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: Florida Office of Economic and Demographic Research | Statement: [State budget of Florida, oversightBy, Florida Office of Economic and Demographic Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida Office of Economic and Demographic Research Context triple: [State budget of Florida, oversightBy, Florida Office of Economic and Demographic Research]
-
A.
Demographic Research Unit of the California Department of Finance
The Demographic Research Unit of the California Department of Finance is the state’s primary source for official population estimates and projections used for budgeting, planning, and policy analysis.
-
B.
Florida Legislature’s Office of Legislative Services
The Florida Legislature’s Office of Legislative Services is a nonpartisan support agency that provides administrative, research, and technical assistance to the Florida Legislature, including managing and publishing the official Florida Statutes.
-
C.
Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
-
D.
Florida Department of Management Services
The Florida Department of Management Services is a state agency that oversees administrative, business, and support functions for Florida’s government, including facilities, human resources, and procurement.
-
E.
Office of National Estimates
The Office of National Estimates was a U.S. intelligence body within the CIA responsible for producing high-level national intelligence estimates during the Cold War.
- 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: Florida Office of Economic and Demographic Research Triple: [State budget of Florida, oversightBy, Florida Office of Economic and Demographic Research]
Generated description
The Florida Office of Economic and Demographic Research is a nonpartisan legislative research office that analyzes the state’s economy, population trends, and fiscal conditions to inform public policy and budgeting decisions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florida Office of Economic and Demographic Research Target entity description: The Florida Office of Economic and Demographic Research is a nonpartisan legislative research office that analyzes the state’s economy, population trends, and fiscal conditions to inform public policy and budgeting decisions.
-
A.
Demographic Research Unit of the California Department of Finance
The Demographic Research Unit of the California Department of Finance is the state’s primary source for official population estimates and projections used for budgeting, planning, and policy analysis.
-
B.
Florida Legislature’s Office of Legislative Services
The Florida Legislature’s Office of Legislative Services is a nonpartisan support agency that provides administrative, research, and technical assistance to the Florida Legislature, including managing and publishing the official Florida Statutes.
-
C.
Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
-
D.
Florida Department of Management Services
The Florida Department of Management Services is a state agency that oversees administrative, business, and support functions for Florida’s government, including facilities, human resources, and procurement.
-
E.
Office of National Estimates
The Office of National Estimates was a U.S. intelligence body within the CIA responsible for producing high-level national intelligence estimates during the Cold War.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907eeca38819096d5696922449638 |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294d01c48190bb2f49ad4f1b0a1a |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a275938819090db4d9ac7274a4d |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a9e50888190bab83785f11135ea |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.