Triple

T1519217
Position Surface form Disambiguated ID Type / Status
Subject Florida Senate Bill 4-C (2022) E32188 entity
Predicate appliesTo P1129 FINISHED
Object Hamilton County Development Authority
The Hamilton County Development Authority is a local governmental entity in Hamilton County, Florida, focused on promoting economic development and managing incentives to attract and retain businesses in the area.
 E174176 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: Hamilton County Development Authority | Statement: [Florida Senate Bill 4-C (2022), appliesTo, Hamilton County Development Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton County Development Authority
Context triple: [Florida Senate Bill 4-C (2022), appliesTo, Hamilton County Development Authority]
  • A. Hamilton County
    Hamilton County is a sparsely populated, heavily forested county in the central Adirondack region of upstate New York, known for its lakes, outdoor recreation, and protected wilderness areas.
  • B. Hamilton County
    Hamilton County is a populous county in southeastern Tennessee that includes the city of Chattanooga as its county seat and economic center.
  • C. Hamilton County, Ohio
    Hamilton County, Ohio is an urban county in southwestern Ohio that includes the city of Cincinnati and serves as a major cultural, economic, and historical center of the region.
  • D. Washington County Board of Commissioners
    The Washington County Board of Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Washington County, Oregon.
  • E. Jackson County Sports Complex Authority
    Jackson County Sports Complex Authority is a public governmental entity in Jackson County, Missouri responsible for owning and overseeing major sports facilities, including the stadium used by the Kansas City Chiefs.
  • 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: Hamilton County Development Authority
Triple: [Florida Senate Bill 4-C (2022), appliesTo, Hamilton County Development Authority]
Generated description
The Hamilton County Development Authority is a local governmental entity in Hamilton County, Florida, focused on promoting economic development and managing incentives to attract and retain businesses in the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton County Development Authority
Target entity description: The Hamilton County Development Authority is a local governmental entity in Hamilton County, Florida, focused on promoting economic development and managing incentives to attract and retain businesses in the area.
  • A. Hamilton County
    Hamilton County is a sparsely populated, heavily forested county in the central Adirondack region of upstate New York, known for its lakes, outdoor recreation, and protected wilderness areas.
  • B. Hamilton County
    Hamilton County is a populous county in southeastern Tennessee that includes the city of Chattanooga as its county seat and economic center.
  • C. Hamilton County, Ohio
    Hamilton County, Ohio is an urban county in southwestern Ohio that includes the city of Cincinnati and serves as a major cultural, economic, and historical center of the region.
  • D. Washington County Board of Commissioners
    The Washington County Board of Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Washington County, Oregon.
  • E. Jackson County Sports Complex Authority
    Jackson County Sports Complex Authority is a public governmental entity in Jackson County, Missouri responsible for owning and overseeing major sports facilities, including the stadium used by the Kansas City Chiefs.
  • 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_69a907ed44ac8190953e428c831e24df 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.