Triple

T1571739

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the Northern Mariana Islands	`E33554`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Public Works of the Northern Mariana Islands The Department of Public Works of the Northern Mariana Islands is the territorial government agency responsible for planning, constructing, and maintaining public infrastructure and facilities across the islands.	`E182667`	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: Department of Public Works of the Northern Mariana Islands | Statement: [Government of the Northern Mariana Islands, hasDepartment, Department of Public Works of the Northern Mariana Islands]

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

Target entity: Department of Public Works of the Northern Mariana Islands
Context triple: [Government of the Northern Mariana Islands, hasDepartment, Department of Public Works of the Northern Mariana Islands]

A. Department of Public Safety of the Northern Mariana Islands
The Department of Public Safety of the Northern Mariana Islands is the primary law enforcement and public safety agency responsible for policing, emergency response, and related protective services across the Commonwealth.
B. Government of the Northern Mariana Islands
The Government of the Northern Mariana Islands is the territorial administration of this U.S. commonwealth in the western Pacific, overseeing local executive, legislative, and judicial functions under a political union with the United States.
C. Department of Finance of the Northern Mariana Islands
The Department of Finance of the Northern Mariana Islands is the territorial government agency responsible for managing public finances, including budgeting, revenue collection, and fiscal policy implementation.
D. Guam Department of Public Works
The Guam Department of Public Works is the territorial government agency responsible for planning, constructing, and maintaining Guam’s public infrastructure, including roads, public buildings, and related facilities.
E. Department of Education of the Northern Mariana Islands
The Department of Education of the Northern Mariana Islands is the public agency responsible for overseeing and administering the K–12 education system in the U.S. Commonwealth of the Northern Mariana Islands.
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: Department of Public Works of the Northern Mariana Islands
Triple: [Government of the Northern Mariana Islands, hasDepartment, Department of Public Works of the Northern Mariana Islands]

Generated description

The Department of Public Works of the Northern Mariana Islands is the territorial government agency responsible for planning, constructing, and maintaining public infrastructure and facilities across the islands.

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

Target entity: Department of Public Works of the Northern Mariana Islands
Target entity description: The Department of Public Works of the Northern Mariana Islands is the territorial government agency responsible for planning, constructing, and maintaining public infrastructure and facilities across the islands.

A. Department of Public Safety of the Northern Mariana Islands
The Department of Public Safety of the Northern Mariana Islands is the primary law enforcement and public safety agency responsible for policing, emergency response, and related protective services across the Commonwealth.
B. Government of the Northern Mariana Islands
The Government of the Northern Mariana Islands is the territorial administration of this U.S. commonwealth in the western Pacific, overseeing local executive, legislative, and judicial functions under a political union with the United States.
C. Department of Finance of the Northern Mariana Islands
The Department of Finance of the Northern Mariana Islands is the territorial government agency responsible for managing public finances, including budgeting, revenue collection, and fiscal policy implementation.
D. Guam Department of Public Works
The Guam Department of Public Works is the territorial government agency responsible for planning, constructing, and maintaining Guam’s public infrastructure, including roads, public buildings, and related facilities.
E. Department of Education of the Northern Mariana Islands
The Department of Education of the Northern Mariana Islands is the public agency responsible for overseeing and administering the K–12 education system in the U.S. Commonwealth of the Northern Mariana Islands.
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_69a885f11b048190935025a035302715`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a908ba6a4081909f75faf470c53d86`	completed	March 5, 2026, 4:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51af2de8819087d287d65aabbf1a`	completed	March 8, 2026, 10:38 a.m.
NEDg	Description generation	`batch_69ad523ae04c819099431e09cf1eb953`	completed	March 8, 2026, 10:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad52b3dcf081909e73fba891e985b2`	completed	March 8, 2026, 10:43 a.m.

Created at: March 4, 2026, 7:27 p.m.