Triple

T2130675

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kentucky Transportation Cabinet	`E46530`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Division of Maintenance The Division of Maintenance is a unit within the Kentucky Transportation Cabinet responsible for preserving and repairing the state’s transportation infrastructure, including roads and related facilities.	`E237426`	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: Division of Maintenance | Statement: [Kentucky Transportation Cabinet, hasDivision, Division of Maintenance]

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

Target entity: Division of Maintenance
Context triple: [Kentucky Transportation Cabinet, hasDivision, Division of Maintenance]

A. División de Mantenimiento
La División de Mantenimiento es una unidad del Ejército de Chile encargada de la gestión, reparación y sostenimiento del material y equipo militar para asegurar la operatividad de las fuerzas terrestres.
B. Maintenance and Works Department
The Maintenance and Works Department is a division of Japan’s Imperial Household Agency responsible for the construction, repair, and upkeep of imperial palaces, residences, and related facilities.
C. Division of Management Services
The Division of Management Services is an administrative unit of the International Criminal Court responsible for providing support functions such as finance, human resources, and logistics to enable the Court’s operations.
D. Division of Field Services
The Division of Field Services is a primary operational branch of the Massachusetts State Police responsible for frontline law enforcement and public safety duties across the state.
E. Division of Administrative Services
The Division of Administrative Services is a support unit within the Massachusetts State Police responsible for managing the agency’s internal administrative, logistical, and support functions.
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: Division of Maintenance
Triple: [Kentucky Transportation Cabinet, hasDivision, Division of Maintenance]

Generated description

The Division of Maintenance is a unit within the Kentucky Transportation Cabinet responsible for preserving and repairing the state’s transportation infrastructure, including roads and related facilities.

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

Target entity: Division of Maintenance
Target entity description: The Division of Maintenance is a unit within the Kentucky Transportation Cabinet responsible for preserving and repairing the state’s transportation infrastructure, including roads and related facilities.

A. División de Mantenimiento
La División de Mantenimiento es una unidad del Ejército de Chile encargada de la gestión, reparación y sostenimiento del material y equipo militar para asegurar la operatividad de las fuerzas terrestres.
B. Maintenance and Works Department
The Maintenance and Works Department is a division of Japan’s Imperial Household Agency responsible for the construction, repair, and upkeep of imperial palaces, residences, and related facilities.
C. Division of Management Services
The Division of Management Services is an administrative unit of the International Criminal Court responsible for providing support functions such as finance, human resources, and logistics to enable the Court’s operations.
D. Division of Field Services
The Division of Field Services is a primary operational branch of the Massachusetts State Police responsible for frontline law enforcement and public safety duties across the state.
E. Division of Administrative Services
The Division of Administrative Services is a support unit within the Massachusetts State Police responsible for managing the agency’s internal administrative, logistical, and support functions.
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_69a88a1626548190ae59a5028c3baa8e`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abbb79f21881909ad8d1a09c1f29fd`	completed	March 7, 2026, 5:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae51a5d95881909b4b77c14f565e21`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae523cdebc819088b94e67b5311527`	completed	March 9, 2026, 4:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae52c56c5c8190bbdd2af3dde63374`	completed	March 9, 2026, 4:55 a.m.

Created at: March 4, 2026, 7:44 p.m.