Triple

T5071933

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Infrastructure, Transport, Regional Development, Communications and the Arts	`E114300`	entity
Predicate	fundingSource	`P67`	FINISHED
Object	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.	`E491507`	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: Australian federal budget | Statement: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, fundingSource, Australian federal budget]

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

Target entity: Australian federal budget
Context triple: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, fundingSource, Australian federal budget]

A. Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
B. United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
C. Australian Office of Financial Management
The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
D. Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
E. Australian parliamentary broadcasting
Australian parliamentary broadcasting is the official system for televising and streaming the proceedings and debates of the Parliament of Australia to the public.
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: Australian federal budget
Triple: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, fundingSource, Australian federal budget]

Generated description

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.

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

Target entity: Australian federal budget
Target entity description: 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.

A. Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
B. United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
C. Australian Office of Financial Management
The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
D. Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
E. Australian parliamentary broadcasting
Australian parliamentary broadcasting is the official system for televising and streaming the proceedings and debates of the Parliament of Australia to the public.
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_69bd443cf28c8190ad371d603563dbdd`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd74ce140881909a2874663244c0db`	completed	March 20, 2026, 4:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beb1110a388190a5db1c94b3d60d6b`	completed	March 21, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69beb186dfa88190bd4cc76247a64ff1`	completed	March 21, 2026, 2:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69beb1f3c7b88190a3c4e6bcd8714808`	completed	March 21, 2026, 2:57 p.m.

Created at: March 20, 2026, 1:39 p.m.