Triple

T9776165

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Zealand Ministry of Foreign Affairs and Trade	`E237251`	entity
Predicate	worksWith	`P398`	FINISHED
Object	New Zealand Trade and Enterprise New Zealand Trade and Enterprise is the New Zealand government’s international business development agency, helping local companies grow overseas and attracting foreign investment into the country.	`E820148`	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: New Zealand Trade and Enterprise | Statement: [New Zealand Ministry of Foreign Affairs and Trade, worksWith, New Zealand Trade and Enterprise]

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

Target entity: New Zealand Trade and Enterprise
Context triple: [New Zealand Ministry of Foreign Affairs and Trade, worksWith, New Zealand Trade and Enterprise]

A. New Zealand Ministry of Foreign Affairs and Trade
The New Zealand Ministry of Foreign Affairs and Trade is the government department responsible for managing New Zealand’s international relations, diplomacy, and trade policy.
B. New Zealand trade policy
New Zealand trade policy is the framework of laws, agreements, and strategies that governs the country’s international trade, emphasizing open markets, rules-based multilateralism, and a wide network of bilateral and regional trade agreements.
C. New Zealand Crown agencies
New Zealand Crown agencies are government organizations and bodies that operate under the authority of the New Zealand Crown to deliver public services, implement policy, and uphold statutory responsibilities.
D. New Zealand Customs Service
The New Zealand Customs Service is the government agency responsible for border security, customs control, and the collection of duties and taxes on goods entering or leaving New Zealand.
E. Ministry for Primary Industries
The Ministry for Primary Industries is a New Zealand government agency responsible for overseeing the country’s agriculture, fisheries, biosecurity, and food safety sectors.
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: New Zealand Trade and Enterprise
Triple: [New Zealand Ministry of Foreign Affairs and Trade, worksWith, New Zealand Trade and Enterprise]

Generated description

New Zealand Trade and Enterprise is the New Zealand government’s international business development agency, helping local companies grow overseas and attracting foreign investment into the country.

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

Target entity: New Zealand Trade and Enterprise
Target entity description: New Zealand Trade and Enterprise is the New Zealand government’s international business development agency, helping local companies grow overseas and attracting foreign investment into the country.

A. New Zealand Ministry of Foreign Affairs and Trade
The New Zealand Ministry of Foreign Affairs and Trade is the government department responsible for managing New Zealand’s international relations, diplomacy, and trade policy.
B. New Zealand trade policy
New Zealand trade policy is the framework of laws, agreements, and strategies that governs the country’s international trade, emphasizing open markets, rules-based multilateralism, and a wide network of bilateral and regional trade agreements.
C. New Zealand Crown agencies
New Zealand Crown agencies are government organizations and bodies that operate under the authority of the New Zealand Crown to deliver public services, implement policy, and uphold statutory responsibilities.
D. New Zealand Customs Service
The New Zealand Customs Service is the government agency responsible for border security, customs control, and the collection of duties and taxes on goods entering or leaving New Zealand.
E. Ministry for Primary Industries
The Ministry for Primary Industries is a New Zealand government agency responsible for overseeing the country’s agriculture, fisheries, biosecurity, and food safety sectors.
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_69ca84d975a08190aab25b02a89bdab3`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cda1325a988190a07a3dc4dce41cb3`	completed	April 1, 2026, 10:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1bd1d4b6881908b773e03de17f680`	completed	April 5, 2026, 1:38 a.m.
NEDg	Description generation	`batch_69d1be7f967081909be670dd9e376aa5`	completed	April 5, 2026, 1:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1bee593508190ab647ebc96a3f91e`	completed	April 5, 2026, 1:46 a.m.

Created at: March 30, 2026, 8:26 p.m.