Triple

T12397106

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northern Territory Government	`E296143`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Northern Territory Department of Infrastructure, Planning and Logistics The Northern Territory Department of Infrastructure, Planning and Logistics is a government agency responsible for managing infrastructure development, land use planning, and transport services across Australia's Northern Territory.	`E982440`	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: Northern Territory Department of Infrastructure, Planning and Logistics | Statement: [Northern Territory Government, hasDepartment, Northern Territory Department of Infrastructure, Planning and Logistics]

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

Target entity: Northern Territory Department of Infrastructure, Planning and Logistics
Context triple: [Northern Territory Government, hasDepartment, Northern Territory Department of Infrastructure, Planning and Logistics]

A. Northern Territory Government
The Northern Territory Government is the territorial government of Australia's Northern Territory, responsible for administering local laws, services, and public policy across the region.
B. Cabinet of the Northern Territory
The Cabinet of the Northern Territory is the executive decision-making body of the Northern Territory Government in Australia, composed of the Chief Minister and other appointed ministers who oversee government departments and policies.
C. Parks and Wildlife Commission of the Northern Territory
The Parks and Wildlife Commission of the Northern Territory is the government agency responsible for managing and conserving the Northern Territory’s national parks, reserves, and wildlife.
D. Northern Territory Geological Survey
The Northern Territory Geological Survey is a government agency responsible for investigating, mapping, and providing information on the geology and mineral resources of Australia's Northern Territory.
E. Northern Territories Affairs Administration
The Northern Territories Affairs Administration is a Japanese government body responsible for planning and promoting policies related to the disputed Northern Territories islands.
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: Northern Territory Department of Infrastructure, Planning and Logistics
Triple: [Northern Territory Government, hasDepartment, Northern Territory Department of Infrastructure, Planning and Logistics]

Generated description

The Northern Territory Department of Infrastructure, Planning and Logistics is a government agency responsible for managing infrastructure development, land use planning, and transport services across Australia's Northern Territory.

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

Target entity: Northern Territory Department of Infrastructure, Planning and Logistics
Target entity description: The Northern Territory Department of Infrastructure, Planning and Logistics is a government agency responsible for managing infrastructure development, land use planning, and transport services across Australia's Northern Territory.

A. Northern Territory Government
The Northern Territory Government is the territorial government of Australia's Northern Territory, responsible for administering local laws, services, and public policy across the region.
B. Cabinet of the Northern Territory
The Cabinet of the Northern Territory is the executive decision-making body of the Northern Territory Government in Australia, composed of the Chief Minister and other appointed ministers who oversee government departments and policies.
C. Parks and Wildlife Commission of the Northern Territory
The Parks and Wildlife Commission of the Northern Territory is the government agency responsible for managing and conserving the Northern Territory’s national parks, reserves, and wildlife.
D. Northern Territory Geological Survey
The Northern Territory Geological Survey is a government agency responsible for investigating, mapping, and providing information on the geology and mineral resources of Australia's Northern Territory.
E. Northern Territories Affairs Administration
The Northern Territories Affairs Administration is a Japanese government body responsible for planning and promoting policies related to the disputed Northern Territories islands.
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_69d6ad9e653c8190b1473c860ee53dae`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d93fd448f08190af425a569d7ed158`	completed	April 10, 2026, 6:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63480a8bc8190885130f63a3ec761`	completed	May 2, 2026, 5:29 p.m.
NEDg	Description generation	`batch_69f638cbb6dc8190a80ffe3430337855`	completed	May 2, 2026, 5:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6397a3458819095b94ae7f9d5f106`	completed	May 2, 2026, 5:50 p.m.

Created at: April 8, 2026, 9:54 p.m.