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 — NE NERFINISHED

How this triple was built (3 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.
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 (2 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.
Created at: April 17, 2026, 3:27 p.m.