Triple

T1978846

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of New Zealand	`E42977`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	New Zealand Defence Civilian staff New Zealand Defence Civilian staff are non-uniformed personnel who provide essential professional, technical, and administrative support to the New Zealand Defence Force’s military operations and organizational functions.	`E223601`	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 Defence Civilian staff | Statement: [Armed Forces of New Zealand, hasComponent, New Zealand Defence Civilian staff]

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

Target entity: New Zealand Defence Civilian staff
Context triple: [Armed Forces of New Zealand, hasComponent, New Zealand Defence Civilian staff]

A. Armed Forces of New Zealand
The Armed Forces of New Zealand, commonly known as the New Zealand Defence Force, is the military organization responsible for the defense of New Zealand and its interests, participating in international peacekeeping and security operations.
B. Ministry of Defence (New Zealand)
The Ministry of Defence (New Zealand) is the government department responsible for defence policy, capability development, and oversight of the New Zealand Defence Force.
C. New Zealand Combined Signals Organisation
The New Zealand Combined Signals Organisation was New Zealand’s former national signals intelligence and communications security agency that operated before the establishment of the Government Communications Security Bureau.
D. New Zealand Army
The New Zealand Army is the land warfare branch of New Zealand’s armed forces, responsible for ground-based military operations and national defense at home and in overseas deployments.
E. Corps of Royal New Zealand Engineers
The Corps of Royal New Zealand Engineers is the combat engineering and military engineering branch of the New Zealand Army, responsible for tasks such as construction, demolition, and support to operations at home and abroad.
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 Defence Civilian staff
Triple: [Armed Forces of New Zealand, hasComponent, New Zealand Defence Civilian staff]

Generated description

New Zealand Defence Civilian staff are non-uniformed personnel who provide essential professional, technical, and administrative support to the New Zealand Defence Force’s military operations and organizational functions.

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

Target entity: New Zealand Defence Civilian staff
Target entity description: New Zealand Defence Civilian staff are non-uniformed personnel who provide essential professional, technical, and administrative support to the New Zealand Defence Force’s military operations and organizational functions.

A. Armed Forces of New Zealand
The Armed Forces of New Zealand, commonly known as the New Zealand Defence Force, is the military organization responsible for the defense of New Zealand and its interests, participating in international peacekeeping and security operations.
B. Ministry of Defence (New Zealand)
The Ministry of Defence (New Zealand) is the government department responsible for defence policy, capability development, and oversight of the New Zealand Defence Force.
C. New Zealand Combined Signals Organisation
The New Zealand Combined Signals Organisation was New Zealand’s former national signals intelligence and communications security agency that operated before the establishment of the Government Communications Security Bureau.
D. New Zealand Army
The New Zealand Army is the land warfare branch of New Zealand’s armed forces, responsible for ground-based military operations and national defense at home and in overseas deployments.
E. Corps of Royal New Zealand Engineers
The Corps of Royal New Zealand Engineers is the combat engineering and military engineering branch of the New Zealand Army, responsible for tasks such as construction, demolition, and support to operations at home and abroad.
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_69a8871289048190b00b0d7744b7b2b1`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb43011188190b6a41c004e9e4802`	completed	March 7, 2026, 5:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae032988ec8190b9012cbb77e7efa4`	completed	March 8, 2026, 11:15 p.m.
NEDg	Description generation	`batch_69ae03c4faac8190a13aa0882eda3629`	completed	March 8, 2026, 11:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0445a9608190918a7bd45b9bf999`	completed	March 8, 2026, 11:20 p.m.

Created at: March 4, 2026, 7:36 p.m.