Triple

T16963943

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Hawaii	`E411496`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Hawaii Department of Commerce and Consumer Affairs The Hawaii Department of Commerce and Consumer Affairs is a state agency responsible for regulating businesses, protecting consumers, and overseeing professional licensing and commerce-related activities in Hawaii.	`E1242513`	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: Hawaii Department of Commerce and Consumer Affairs | Statement: [Government of Hawaii, hasAgency, Hawaii Department of Commerce and Consumer Affairs]

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

Target entity: Hawaii Department of Commerce and Consumer Affairs
Context triple: [Government of Hawaii, hasAgency, Hawaii Department of Commerce and Consumer Affairs]

A. State of Hawaii Department of Health
The State of Hawaii Department of Health is the state agency responsible for protecting and promoting public health and environmental quality across Hawaii.
B. Hawaii Public Utilities Commission
The Hawaii Public Utilities Commission is a state regulatory agency that oversees and sets policies for public utilities and essential services in Hawaii, including telecommunications, energy, and transportation.
C. Government of Hawaii
The Government of Hawaii is the state-level governing authority of Hawaii, responsible for administering public policy, managing state resources, and providing services through its executive, legislative, and judicial branches.
D. Office of Hawaiian Affairs
The Office of Hawaiian Affairs is a semi-autonomous state agency in Hawaii responsible for improving the well-being of Native Hawaiians through advocacy, programs, and management of trust resources.
E. Hawaii Department of Land and Natural Resources
The Hawaii Department of Land and Natural Resources is a state agency responsible for managing and protecting Hawaii’s public lands, natural resources, and historic and cultural sites.
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: Hawaii Department of Commerce and Consumer Affairs
Triple: [Government of Hawaii, hasAgency, Hawaii Department of Commerce and Consumer Affairs]

Generated description

The Hawaii Department of Commerce and Consumer Affairs is a state agency responsible for regulating businesses, protecting consumers, and overseeing professional licensing and commerce-related activities in Hawaii.

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

Target entity: Hawaii Department of Commerce and Consumer Affairs
Target entity description: The Hawaii Department of Commerce and Consumer Affairs is a state agency responsible for regulating businesses, protecting consumers, and overseeing professional licensing and commerce-related activities in Hawaii.

A. State of Hawaii Department of Health
The State of Hawaii Department of Health is the state agency responsible for protecting and promoting public health and environmental quality across Hawaii.
B. Hawaii Public Utilities Commission
The Hawaii Public Utilities Commission is a state regulatory agency that oversees and sets policies for public utilities and essential services in Hawaii, including telecommunications, energy, and transportation.
C. Government of Hawaii
The Government of Hawaii is the state-level governing authority of Hawaii, responsible for administering public policy, managing state resources, and providing services through its executive, legislative, and judicial branches.
D. Office of Hawaiian Affairs
The Office of Hawaiian Affairs is a semi-autonomous state agency in Hawaii responsible for improving the well-being of Native Hawaiians through advocacy, programs, and management of trust resources.
E. Hawaii Department of Land and Natural Resources
The Hawaii Department of Land and Natural Resources is a state agency responsible for managing and protecting Hawaii’s public lands, natural resources, and historic and cultural sites.
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_69d886c9c9d481909afe222093641cae`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d0a1f6308190af5ad171630dacbf`	completed	April 18, 2026, 6:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00d46cb56481908c2bc6648a12fbcf`	completed	May 10, 2026, 6:54 p.m.
NEDg	Description generation	`batch_6a00d4f1bfa48190903bedc43ed6db75`	completed	May 10, 2026, 6:56 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d59b96108190a0e55f01529a0b64`	completed	May 10, 2026, 6:59 p.m.

Created at: April 10, 2026, 5:31 a.m.