Triple

T21317258

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hendry County, Florida	`E525503`	entity
Predicate	isPartOf	`P10`	FINISHED
Object	United States Census Bureau-defined rural counties of Florida The United States Census Bureau-defined rural counties of Florida are those Florida counties officially classified as rural based on federal population and density criteria, distinguishing them from the state’s more urbanized areas.	`E1477787`	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: United States Census Bureau-defined rural counties of Florida | Statement: [Hendry County, Florida, isPartOf, United States Census Bureau-defined rural counties of Florida]

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

Target entity: United States Census Bureau-defined rural counties of Florida
Context triple: [Hendry County, Florida, isPartOf, United States Census Bureau-defined rural counties of Florida]

A. Florida counties
Florida counties are the primary local government subdivisions within the U.S. state of Florida, each with its own elected officials and administrative responsibilities.
B. Florida's congressional districts
Florida's congressional districts are the geographically defined areas within the state from which voters elect representatives to the U.S. House of Representatives.
C. Glades County, Florida
Glades County, Florida is a rural county in south-central Florida known for its location along the western shore of Lake Okeechobee and its agricultural and natural landscapes.
D. Seminole County, Florida
Seminole County, Florida is a suburban county in the Orlando metropolitan area known for its rapidly growing communities, schools, and mix of residential, commercial, and natural spaces.
E. Marion County, Florida
Marion County, Florida is a largely rural county in north-central Florida known for its horse farms, natural springs, and the city of Ocala as its county seat.
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: United States Census Bureau-defined rural counties of Florida
Triple: [Hendry County, Florida, isPartOf, United States Census Bureau-defined rural counties of Florida]

Generated description

The United States Census Bureau-defined rural counties of Florida are those Florida counties officially classified as rural based on federal population and density criteria, distinguishing them from the state’s more urbanized areas.

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

Target entity: United States Census Bureau-defined rural counties of Florida
Target entity description: The United States Census Bureau-defined rural counties of Florida are those Florida counties officially classified as rural based on federal population and density criteria, distinguishing them from the state’s more urbanized areas.

A. Florida counties
Florida counties are the primary local government subdivisions within the U.S. state of Florida, each with its own elected officials and administrative responsibilities.
B. Florida's congressional districts
Florida's congressional districts are the geographically defined areas within the state from which voters elect representatives to the U.S. House of Representatives.
C. Glades County, Florida
Glades County, Florida is a rural county in south-central Florida known for its location along the western shore of Lake Okeechobee and its agricultural and natural landscapes.
D. Seminole County, Florida
Seminole County, Florida is a suburban county in the Orlando metropolitan area known for its rapidly growing communities, schools, and mix of residential, commercial, and natural spaces.
E. Marion County, Florida
Marion County, Florida is a largely rural county in north-central Florida known for its horse farms, natural springs, and the city of Ocala as its county seat.
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_69e0b51ad810819098c12392c8e55f6c`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e75dd0b34481909dd6d37cf8e42144`	completed	April 21, 2026, 11:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a099edd7aec8190911c1c2b7f8a2232`	completed	May 17, 2026, 10:56 a.m.
NEDg	Description generation	`batch_6a099f7804c48190b3b70dc7b16c991d`	completed	May 17, 2026, 10:59 a.m.
NED2	Entity disambiguation (via description)	`batch_6a09a06ea2fc8190b1b7cc0e6574f574`	completed	May 17, 2026, 11:03 a.m.

Created at: April 16, 2026, 4:35 p.m.