Triple

T6963100

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queen St, Melbourne, Victoria, Australia	`E161420`	entity
Predicate	governedBy	`P46`	FINISHED
Object	City of Melbourne local government area The City of Melbourne local government area is the municipal council and administrative region that encompasses Melbourne’s central business district and surrounding inner suburbs in Victoria, Australia.	`E630518`	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: City of Melbourne local government area | Statement: [Queen St, Melbourne, Victoria, Australia, governedBy, City of Melbourne local government area]

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

Target entity: City of Melbourne local government area
Context triple: [Queen St, Melbourne, Victoria, Australia, governedBy, City of Melbourne local government area]

A. City of Sydney local government area
The City of Sydney local government area is the central municipal council district of metropolitan Sydney, encompassing the city's primary business, cultural, and historic precincts.
B. City of Melbourne
The City of Melbourne is a municipal government in Brevard County, Florida, responsible for local governance, public services, and community development within the city limits.
C. Victoria metropolitan area
The Victoria metropolitan area is a coastal urban region centered on British Columbia’s capital city of Victoria, known for its mild climate, historic architecture, and role as a major cultural and economic hub on Canada’s Pacific coast.
D. City of Monash, Victoria
The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
E. Greater Melbourne
Greater Melbourne is the expansive metropolitan region centered on the city of Melbourne in Victoria, Australia, encompassing its suburbs, satellite cities, and surrounding urban areas.
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: City of Melbourne local government area
Triple: [Queen St, Melbourne, Victoria, Australia, governedBy, City of Melbourne local government area]

Generated description

The City of Melbourne local government area is the municipal council and administrative region that encompasses Melbourne’s central business district and surrounding inner suburbs in Victoria, Australia.

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

Target entity: City of Melbourne local government area
Target entity description: The City of Melbourne local government area is the municipal council and administrative region that encompasses Melbourne’s central business district and surrounding inner suburbs in Victoria, Australia.

A. City of Sydney local government area
The City of Sydney local government area is the central municipal council district of metropolitan Sydney, encompassing the city's primary business, cultural, and historic precincts.
B. City of Melbourne
The City of Melbourne is a municipal government in Brevard County, Florida, responsible for local governance, public services, and community development within the city limits.
C. Victoria metropolitan area
The Victoria metropolitan area is a coastal urban region centered on British Columbia’s capital city of Victoria, known for its mild climate, historic architecture, and role as a major cultural and economic hub on Canada’s Pacific coast.
D. City of Monash, Victoria
The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
E. Greater Melbourne
Greater Melbourne is the expansive metropolitan region centered on the city of Melbourne in Victoria, Australia, encompassing its suburbs, satellite cities, and surrounding urban areas.
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_69c68853cff881908439d488924a8283`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6daf197b0819085bd0433c8a7f716`	completed	March 27, 2026, 7:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7589c587c8190b97523b5ac2ab958`	completed	March 28, 2026, 4:27 a.m.
NEDg	Description generation	`batch_69c759553fe081909881c8d2ae680dfe`	completed	March 28, 2026, 4:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69c759c79de48190bd3e079c07a9158a`	completed	March 28, 2026, 4:32 a.m.

Created at: March 27, 2026, 2:30 p.m.