Triple

T11045638

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Zealand government departments	`E261129`	entity
Predicate	budgetSource	`P4841`	FINISHED
Object	New Zealand Government Budget The New Zealand Government Budget is the annual financial plan outlining the government’s expected revenue, spending priorities, and fiscal policy for the coming year.	`E903462`	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 Government Budget | Statement: [New Zealand government departments, budgetSource, New Zealand Government Budget]

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

Target entity: New Zealand Government Budget
Context triple: [New Zealand government departments, budgetSource, New Zealand Government Budget]

A. South African national budget
The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
B. New Zealand government
The New Zealand government is the central governing authority of Aotearoa New Zealand, operating under a constitutional monarchy and parliamentary democracy while maintaining a distinctive partnership framework with Māori as the country’s Indigenous people.
C. Australian federal budget
The Australian federal budget is the annual financial statement in which the national government outlines its expected revenues, expenditures, and economic priorities for the coming year.
D. 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.
E. New Zealand economic policy
New Zealand economic policy is the overarching framework of fiscal, monetary, regulatory, and structural measures that guide the country’s economic growth, stability, and international competitiveness.
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 Government Budget
Triple: [New Zealand government departments, budgetSource, New Zealand Government Budget]

Generated description

The New Zealand Government Budget is the annual financial plan outlining the government’s expected revenue, spending priorities, and fiscal policy for the coming year.

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

Target entity: New Zealand Government Budget
Target entity description: The New Zealand Government Budget is the annual financial plan outlining the government’s expected revenue, spending priorities, and fiscal policy for the coming year.

A. South African national budget
The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
B. New Zealand government
The New Zealand government is the central governing authority of Aotearoa New Zealand, operating under a constitutional monarchy and parliamentary democracy while maintaining a distinctive partnership framework with Māori as the country’s Indigenous people.
C. Australian federal budget
The Australian federal budget is the annual financial statement in which the national government outlines its expected revenues, expenditures, and economic priorities for the coming year.
D. 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.
E. New Zealand economic policy
New Zealand economic policy is the overarching framework of fiscal, monetary, regulatory, and structural measures that guide the country’s economic growth, stability, and international competitiveness.
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_69d7982f7e688190b3f0c249cd9b1a3e`	completed	April 9, 2026, 12:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e3c851d5408190b12250a2a1322874`	completed	April 18, 2026, 6:07 p.m.
NEDg	Description generation	`batch_69e3da8fbd388190898f4f52613543d3`	completed	April 18, 2026, 7:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69e3dbbc784c8190a286bd5eb11bc44e`	completed	April 18, 2026, 7:30 p.m.

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