Triple

T791566

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jervis Bay Marine Park	`E16925`	entity
Predicate	managingAuthority	`P9686`	FINISHED
Object	NSW Department of Primary Industries The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.	`E94049`	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: NSW Department of Primary Industries | Statement: [Jervis Bay Marine Park, managingAuthority, NSW Department of Primary Industries]

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

Target entity: NSW Department of Primary Industries
Context triple: [Jervis Bay Marine Park, managingAuthority, NSW Department of Primary Industries]

A. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
B. New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
C. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
D. Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
E. Hay, New South Wales
Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
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: NSW Department of Primary Industries
Triple: [Jervis Bay Marine Park, managingAuthority, NSW Department of Primary Industries]

Generated description

The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.

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

Target entity: NSW Department of Primary Industries
Target entity description: The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.

A. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
B. New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
C. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
D. Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
E. Hay, New South Wales
Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
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_69a4936cb7448190914f5fe4b8d81607`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4aa9e0f0081909d2a89387d6c08e1`	completed	March 1, 2026, 9:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a67880f9608190b0676eb47ea99ca1`	completed	March 3, 2026, 5:58 a.m.
NEDg	Description generation	`batch_69a678f962c881909884c2af15f41d65`	completed	March 3, 2026, 6 a.m.
NED2	Entity disambiguation (via description)	`batch_69a67953f2bc8190bbbf8d4ae9c2c3bc`	completed	March 3, 2026, 6:01 a.m.

Created at: March 1, 2026, 7:38 p.m.