Triple

T4286960

Position	Surface form	Disambiguated ID	Type / Status
Subject	Palmerston North	`E97291`	entity
Predicate	hasTertiaryInstitution	`P3445`	FINISHED
Object	Institute of the Pacific United (IPU New Zealand) Institute of the Pacific United (IPU New Zealand) is a private tertiary education institution in New Zealand known for its international focus and programs in areas such as international business, environmental studies, and language education.	`E426020`	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: Institute of the Pacific United (IPU New Zealand) | Statement: [Palmerston North, hasTertiaryInstitution, Institute of the Pacific United (IPU New Zealand)]

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

Target entity: Institute of the Pacific United (IPU New Zealand)
Context triple: [Palmerston North, hasTertiaryInstitution, Institute of the Pacific United (IPU New Zealand)]

A. New Zealand Ministry for Pacific Peoples
The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
B. Council of Regional Organisations in the Pacific
The Council of Regional Organisations in the Pacific is a coordinating body that brings together key intergovernmental agencies in the Pacific region to enhance cooperation and regional integration.
C. Pacific Islands Development Programme
The Pacific Islands Development Programme is a regional initiative that supports sustainable development, policy coordination, and capacity-building among Pacific Island countries and territories.
D. pacific federation of states
The pacific federation of states is a philosophical concept envisioning a voluntary union of nations dedicated to maintaining perpetual peace through shared laws and cooperative governance rather than war.
E. Pacific Islands Forum
The Pacific Islands Forum is a regional intergovernmental organization that brings together Pacific island countries and territories to cooperate on political, economic, and security issues in the Pacific region.
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: Institute of the Pacific United (IPU New Zealand)
Triple: [Palmerston North, hasTertiaryInstitution, Institute of the Pacific United (IPU New Zealand)]

Generated description

Institute of the Pacific United (IPU New Zealand) is a private tertiary education institution in New Zealand known for its international focus and programs in areas such as international business, environmental studies, and language education.

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

Target entity: Institute of the Pacific United (IPU New Zealand)
Target entity description: Institute of the Pacific United (IPU New Zealand) is a private tertiary education institution in New Zealand known for its international focus and programs in areas such as international business, environmental studies, and language education.

A. New Zealand Ministry for Pacific Peoples
The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
B. Council of Regional Organisations in the Pacific
The Council of Regional Organisations in the Pacific is a coordinating body that brings together key intergovernmental agencies in the Pacific region to enhance cooperation and regional integration.
C. Pacific Islands Development Programme
The Pacific Islands Development Programme is a regional initiative that supports sustainable development, policy coordination, and capacity-building among Pacific Island countries and territories.
D. pacific federation of states
The pacific federation of states is a philosophical concept envisioning a voluntary union of nations dedicated to maintaining perpetual peace through shared laws and cooperative governance rather than war.
E. Pacific Islands Forum
The Pacific Islands Forum is a regional intergovernmental organization that brings together Pacific island countries and territories to cooperate on political, economic, and security issues in the Pacific region.
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_69b3454595848190a0e6bbb6a2bea040`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3505d23d88190a638f2cc2acee9ee`	completed	March 12, 2026, 11:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b7c8c1ac819086ded38c1abe9b63`	completed	March 14, 2026, 7:32 p.m.
NEDg	Description generation	`batch_69b5b8e9ab9c81909a19062a901e8a1b`	completed	March 14, 2026, 7:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5b95cfbdc8190b65cf338aa9abd5b`	completed	March 14, 2026, 7:39 p.m.

Created at: March 12, 2026, 11:08 p.m.