Triple

T11044678

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Treaty Settlements	`E261106`	entity
Predicate	reportsTo	`P258`	FINISHED
Object	Minister for Treaty of Waitangi Negotiations The Minister for Treaty of Waitangi Negotiations is a New Zealand Cabinet position responsible for leading the Crown’s negotiations and settlements with Māori iwi and hapū over historical breaches of the Treaty of Waitangi.	`E901050`	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: Minister for Treaty of Waitangi Negotiations | Statement: [Office of Treaty Settlements, reportsTo, Minister for Treaty of Waitangi Negotiations]

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

Target entity: Minister for Treaty of Waitangi Negotiations
Context triple: [Office of Treaty Settlements, reportsTo, Minister for Treaty of Waitangi Negotiations]

A. Minister of Māori Affairs
The Minister of Māori Affairs is a senior New Zealand government role responsible for overseeing policies, programs, and advocacy related to the rights, development, and wellbeing of Māori people.
B. Office of Treaty Settlements
The Office of Treaty Settlements is a New Zealand government agency responsible for negotiating and implementing settlements of historical Treaty of Waitangi claims with Māori.
C. Minister of Foreign Affairs and Trade (acting) of New Zealand
The Minister of Foreign Affairs and Trade (acting) of New Zealand is the temporary cabinet role responsible for overseeing the country’s international relations and trade policy when the substantive minister is unavailable.
D. Associate Minister of Finance of New Zealand
The Associate Minister of Finance of New Zealand is a junior government ministerial role that supports the Minister of Finance in managing the country’s economic and fiscal policy responsibilities.
E. Minister of Justice of New Zealand
The Minister of Justice of New Zealand is the Cabinet member responsible for overseeing the country’s justice system, including criminal and civil law policy, courts administration, and legal reforms.
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: Minister for Treaty of Waitangi Negotiations
Triple: [Office of Treaty Settlements, reportsTo, Minister for Treaty of Waitangi Negotiations]

Generated description

The Minister for Treaty of Waitangi Negotiations is a New Zealand Cabinet position responsible for leading the Crown’s negotiations and settlements with Māori iwi and hapū over historical breaches of the Treaty of Waitangi.

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

Target entity: Minister for Treaty of Waitangi Negotiations
Target entity description: The Minister for Treaty of Waitangi Negotiations is a New Zealand Cabinet position responsible for leading the Crown’s negotiations and settlements with Māori iwi and hapū over historical breaches of the Treaty of Waitangi.

A. Minister of Māori Affairs
The Minister of Māori Affairs is a senior New Zealand government role responsible for overseeing policies, programs, and advocacy related to the rights, development, and wellbeing of Māori people.
B. Office of Treaty Settlements
The Office of Treaty Settlements is a New Zealand government agency responsible for negotiating and implementing settlements of historical Treaty of Waitangi claims with Māori.
C. Minister of Foreign Affairs and Trade (acting) of New Zealand
The Minister of Foreign Affairs and Trade (acting) of New Zealand is the temporary cabinet role responsible for overseeing the country’s international relations and trade policy when the substantive minister is unavailable.
D. Associate Minister of Finance of New Zealand
The Associate Minister of Finance of New Zealand is a junior government ministerial role that supports the Minister of Finance in managing the country’s economic and fiscal policy responsibilities.
E. Minister of Justice of New Zealand
The Minister of Justice of New Zealand is the Cabinet member responsible for overseeing the country’s justice system, including criminal and civil law policy, courts administration, and legal reforms.
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_69d6aa979bdc8190bf0e79104cc098c1`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7982e08548190aec04099cef9453c`	completed	April 9, 2026, 12:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e3a9f180688190ab2d1142b30a2836`	completed	April 18, 2026, 3:57 p.m.
NEDg	Description generation	`batch_69e3ad024ee88190948d5d1c327fd063`	completed	April 18, 2026, 4:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69e3b206c7a4819087eb06faa6e1af21`	completed	April 18, 2026, 4:32 p.m.

Created at: April 8, 2026, 9:26 p.m.