Triple

T9875038

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hendry County government	`E240051`	entity
Predicate	hasSubdivision	`P747`	FINISHED
Object	Hendry County Emergency Management Hendry County Emergency Management is the county-level agency responsible for preparing for, coordinating, and responding to emergencies and disasters in Hendry County, Florida.	`E826732`	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: Hendry County Emergency Management | Statement: [Hendry County government, hasSubdivision, Hendry County Emergency Management]

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

Target entity: Hendry County Emergency Management
Context triple: [Hendry County government, hasSubdivision, Hendry County Emergency Management]

A. Hendry County government
Hendry County government is the local administrative authority responsible for managing public services, regulations, and development within Hendry County, Florida.
B. Clay County Emergency Management
Clay County Emergency Management is the county-level agency in Clay County, Florida responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters.
C. Martin County Board of County Commissioners
The Martin County Board of County Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing local government operations in Martin County, Florida.
D. Russell County Emergency Management Agency
The Russell County Emergency Management Agency is the local government office responsible for coordinating disaster preparedness, response, and recovery efforts in Russell County, Alabama.
E. Henry County Board of Commissioners
The Henry County Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county operations and budgets in Henry County, Georgia.
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: Hendry County Emergency Management
Triple: [Hendry County government, hasSubdivision, Hendry County Emergency Management]

Generated description

Hendry County Emergency Management is the county-level agency responsible for preparing for, coordinating, and responding to emergencies and disasters in Hendry County, Florida.

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

Target entity: Hendry County Emergency Management
Target entity description: Hendry County Emergency Management is the county-level agency responsible for preparing for, coordinating, and responding to emergencies and disasters in Hendry County, Florida.

A. Hendry County government
Hendry County government is the local administrative authority responsible for managing public services, regulations, and development within Hendry County, Florida.
B. Clay County Emergency Management
Clay County Emergency Management is the county-level agency in Clay County, Florida responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters.
C. Martin County Board of County Commissioners
The Martin County Board of County Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing local government operations in Martin County, Florida.
D. Russell County Emergency Management Agency
The Russell County Emergency Management Agency is the local government office responsible for coordinating disaster preparedness, response, and recovery efforts in Russell County, Alabama.
E. Henry County Board of Commissioners
The Henry County Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county operations and budgets in Henry County, Georgia.
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_69ca84e8a0788190b9061811d50fd554`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdb3f9d82c81908afb4977ce4e3e4a`	completed	April 2, 2026, 12:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1e47515788190b6644021e187e771`	completed	April 5, 2026, 4:26 a.m.
NEDg	Description generation	`batch_69d1e57366748190bf617374264d1873`	completed	April 5, 2026, 4:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1e5ed9818819095119c3478f97419`	completed	April 5, 2026, 4:32 a.m.

Created at: March 30, 2026, 8:37 p.m.