Triple
T7688237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton County Development Authority |
E174176
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
State of Florida economic development agencies
State of Florida economic development agencies are public organizations that design and implement programs to attract investment, support business growth, and promote job creation across Florida’s economy.
|
E680804
|
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: State of Florida economic development agencies | Statement: [Hamilton County Development Authority, collaboratesWith, State of Florida economic development agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State of Florida economic development agencies Context triple: [Hamilton County Development Authority, collaboratesWith, State of Florida economic development agencies]
-
A.
Regional Development Agencies
Regional Development Agencies were publicly funded bodies in England tasked with promoting economic growth, investment, and regeneration in their respective regions.
-
B.
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.
-
C.
Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
-
D.
Florida Office of Policy and Budget
The Florida Office of Policy and Budget is a state executive agency that assists the governor in developing, analyzing, and overseeing Florida’s fiscal and policy priorities.
-
E.
Economic Development Districts
Economic Development Districts are multi-jurisdictional regional organizations in the United States that coordinate and implement long-term economic development planning and projects, often in partnership with federal agencies.
- 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: State of Florida economic development agencies Triple: [Hamilton County Development Authority, collaboratesWith, State of Florida economic development agencies]
Generated description
State of Florida economic development agencies are public organizations that design and implement programs to attract investment, support business growth, and promote job creation across Florida’s economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State of Florida economic development agencies Target entity description: State of Florida economic development agencies are public organizations that design and implement programs to attract investment, support business growth, and promote job creation across Florida’s economy.
-
A.
Regional Development Agencies
Regional Development Agencies were publicly funded bodies in England tasked with promoting economic growth, investment, and regeneration in their respective regions.
-
B.
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.
-
C.
Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
-
D.
Florida Office of Policy and Budget
The Florida Office of Policy and Budget is a state executive agency that assists the governor in developing, analyzing, and overseeing Florida’s fiscal and policy priorities.
-
E.
Economic Development Districts
Economic Development Districts are multi-jurisdictional regional organizations in the United States that coordinate and implement long-term economic development planning and projects, often in partnership with federal agencies.
- 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7022530e481908ba8d531bb915214 |
completed | March 27, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a261019c8190b8ef53bfb611cef4 |
completed | March 29, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69c8a2d073b08190a056e23cfdf13983 |
completed | March 29, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a37fabe481908c7da8a5d71a3f1c |
completed | March 29, 2026, 3:58 a.m. |
Created at: March 27, 2026, 4:02 p.m.