Triple

T12692109

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hinds County government	`E303230`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Hinds County Public Works Department The Hinds County Public Works Department is the county agency responsible for building, maintaining, and improving public infrastructure such as roads, bridges, and related facilities within Hinds County, Mississippi.	`E303230`	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: Hinds County Public Works Department | Statement: [Hinds County government, hasDepartment, Hinds County Public Works Department]

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

Target entity: Hinds County Public Works Department
Context triple: [Hinds County government, hasDepartment, Hinds County Public Works Department]

A. Hinds County government
Hinds County government is the local governing body responsible for administering public services, regulations, and county affairs in Hinds County, Mississippi.
B. 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.
C. Lee County Board of County Commissioners
The Lee County Board of County Commissioners is the elected legislative and policy-making body responsible for overseeing county government operations and services in Lee County, Florida.
D. Hendricks County Board of Commissioners
The Hendricks County Board of Commissioners is the primary executive and administrative body responsible for overseeing county operations, services, and policy implementation in Hendricks County, Indiana.
E. Hendricks County Council
Hendricks County Council is the elected fiscal and legislative governing body responsible for setting budgets, appropriations, and certain local policies for Hendricks County, Indiana.
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: Hinds County Public Works Department
Triple: [Hinds County government, hasDepartment, Hinds County Public Works Department]

Generated description

The Hinds County Public Works Department is the county agency responsible for building, maintaining, and improving public infrastructure such as roads, bridges, and related facilities within Hinds County, Mississippi.

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

Target entity: Hinds County Public Works Department
Target entity description: The Hinds County Public Works Department is the county agency responsible for building, maintaining, and improving public infrastructure such as roads, bridges, and related facilities within Hinds County, Mississippi.

A. Hinds County government chosen
Hinds County government is the local governing body responsible for administering public services, regulations, and county affairs in Hinds County, Mississippi.
B. 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.
C. Lee County Board of County Commissioners
The Lee County Board of County Commissioners is the elected legislative and policy-making body responsible for overseeing county government operations and services in Lee County, Florida.
D. Hendricks County Board of Commissioners
The Hendricks County Board of Commissioners is the primary executive and administrative body responsible for overseeing county operations, services, and policy implementation in Hendricks County, Indiana.
E. Hendricks County Council
Hendricks County Council is the elected fiscal and legislative governing body responsible for setting budgets, appropriations, and certain local policies for Hendricks County, Indiana.
F. None of above.

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_69d7bdef90d48190b46b88270e780946`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d961dbc91c8190bec50797bbd593db`	completed	April 10, 2026, 8:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f671acbd5c8190ad8d1d2f18868369`	completed	May 2, 2026, 9:50 p.m.
NEDg	Description generation	`batch_69f674da7ca88190a0753eba85766d04`	completed	May 2, 2026, 10:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69f675d17c9c8190853fe3001944a7d3`	completed	May 2, 2026, 10:08 p.m.

Created at: April 9, 2026, 5:22 p.m.