Triple

T22771292

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Tonga	`E563562`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Infrastructure of Tonga The Ministry of Infrastructure of Tonga is a government department responsible for developing, managing, and regulating the country’s public infrastructure and related services.	`E1552910`	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: Ministry of Infrastructure of Tonga | Statement: [Government of Tonga, hasMinistry, Ministry of Infrastructure of Tonga]

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

Target entity: Ministry of Infrastructure of Tonga
Context triple: [Government of Tonga, hasMinistry, Ministry of Infrastructure of Tonga]

A. Government of Tonga
The Government of Tonga is the central governing authority of the Kingdom of Tonga, operating as a constitutional monarchy from the capital city of Nukuʻalofa.
B. Cabinet of Tonga
The Cabinet of Tonga is the executive decision-making body of the Kingdom of Tonga, composed of the Prime Minister and other appointed ministers who oversee government administration and policy.
C. Privy Council of Tonga
The Privy Council of Tonga is a high-level advisory body that counsels the King of Tonga on matters of governance, legislation, and national policy.
D. Ministry of Public Enterprises (Samoa)
The Ministry of Public Enterprises (Samoa) is a government ministry responsible for overseeing, managing, and reforming Samoa’s state-owned enterprises to ensure their efficiency and contribution to national development.
E. Ministry of Works, Transport and Infrastructure (Samoa)
The Ministry of Works, Transport and Infrastructure (Samoa) is the Samoan government agency responsible for national infrastructure development, public works, and the regulation and oversight of land, sea, and air transport services.
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: Ministry of Infrastructure of Tonga
Triple: [Government of Tonga, hasMinistry, Ministry of Infrastructure of Tonga]

Generated description

The Ministry of Infrastructure of Tonga is a government department responsible for developing, managing, and regulating the country’s public infrastructure and related services.

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

Target entity: Ministry of Infrastructure of Tonga
Target entity description: The Ministry of Infrastructure of Tonga is a government department responsible for developing, managing, and regulating the country’s public infrastructure and related services.

A. Government of Tonga
The Government of Tonga is the central governing authority of the Kingdom of Tonga, operating as a constitutional monarchy from the capital city of Nukuʻalofa.
B. Cabinet of Tonga
The Cabinet of Tonga is the executive decision-making body of the Kingdom of Tonga, composed of the Prime Minister and other appointed ministers who oversee government administration and policy.
C. Privy Council of Tonga
The Privy Council of Tonga is a high-level advisory body that counsels the King of Tonga on matters of governance, legislation, and national policy.
D. Ministry of Public Enterprises (Samoa)
The Ministry of Public Enterprises (Samoa) is a government ministry responsible for overseeing, managing, and reforming Samoa’s state-owned enterprises to ensure their efficiency and contribution to national development.
E. Ministry of Works, Transport and Infrastructure (Samoa)
The Ministry of Works, Transport and Infrastructure (Samoa) is the Samoan government agency responsible for national infrastructure development, public works, and the regulation and oversight of land, sea, and air transport services.
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_69e24554497c819080b996e071de27c2`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f17b5e77d081909ea58d55c240662c`	completed	April 29, 2026, 3:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b9822db848190b8498f7bc47bf7e2`	completed	May 18, 2026, 10:52 p.m.
NEDg	Description generation	`batch_6a0b98e33b78819084ac449dd47cc778`	completed	May 18, 2026, 10:55 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b9996e05c8190ad2cb5704bb4c245`	completed	May 18, 2026, 10:58 p.m.

Created at: April 17, 2026, 3:27 p.m.