Triple

T2130674

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kentucky Transportation Cabinet	`E46530`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Division of Planning The Division of Planning is a unit within the Kentucky Transportation Cabinet responsible for transportation system analysis, long-range planning, and project prioritization across the state.	`E237425`	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 Planning | Statement: [Kentucky Transportation Cabinet, hasDivision, Division of Planning]

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

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

A. Division of Planning
The Division of Planning is a unit within the New York State Office of Parks, Recreation and Historic Preservation responsible for guiding long-range park development, land use, and resource management strategies across the state park system.
B. Department of Physical Planning
The Department of Physical Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in spatial, urban, and regional planning.
C. Office of Planning and Project Management
The Office of Planning and Project Management is a division within the Architect of the Capitol responsible for overseeing long-range planning, design, and execution of construction and renovation projects for U.S. Capitol facilities.
D. Office of Plans, Policy, and Analysis
The Office of Plans, Policy, and Analysis is a unit within the U.S. Department of State that develops and coordinates strategic policy and analytical support on political-military issues.
E. Office of Budget and Planning
The Office of Budget and Planning is a government agency in Washington, D.C. responsible for developing, analyzing, and monitoring the District’s annual budget and long-term financial plans.
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 Planning
Triple: [Kentucky Transportation Cabinet, hasDivision, Division of Planning]

Generated description

The Division of Planning is a unit within the Kentucky Transportation Cabinet responsible for transportation system analysis, long-range planning, and project prioritization across the state.

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

Target entity: Division of Planning
Target entity description: The Division of Planning is a unit within the Kentucky Transportation Cabinet responsible for transportation system analysis, long-range planning, and project prioritization across the state.

A. Division of Planning
The Division of Planning is a unit within the New York State Office of Parks, Recreation and Historic Preservation responsible for guiding long-range park development, land use, and resource management strategies across the state park system.
B. Department of Physical Planning
The Department of Physical Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in spatial, urban, and regional planning.
C. Office of Planning and Project Management
The Office of Planning and Project Management is a division within the Architect of the Capitol responsible for overseeing long-range planning, design, and execution of construction and renovation projects for U.S. Capitol facilities.
D. Office of Plans, Policy, and Analysis
The Office of Plans, Policy, and Analysis is a unit within the U.S. Department of State that develops and coordinates strategic policy and analytical support on political-military issues.
E. Office of Budget and Planning
The Office of Budget and Planning is a government agency in Washington, D.C. responsible for developing, analyzing, and monitoring the District’s annual budget and long-term financial plans.
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.