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.