Triple

T14682636

Position	Surface form	Disambiguated ID	Type / Status
Subject	Broadmeadows	`E344825`	entity
Predicate	stateElectorate	`P11212`	FINISHED
Object	Broadmeadows (Victorian state electoral district) Broadmeadows (Victorian state electoral district) is a seat in the Victorian Legislative Assembly covering suburbs in Melbourne’s north, traditionally considered a safe Labor stronghold.	`E1113481`	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: Broadmeadows (Victorian state electoral district) | Statement: [Broadmeadows, stateElectorate, Broadmeadows (Victorian state electoral district)]

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

Target entity: Broadmeadows (Victorian state electoral district)
Context triple: [Broadmeadows, stateElectorate, Broadmeadows (Victorian state electoral district)]

A. Electoral district of Murray Plains
The Electoral district of Murray Plains is a rural Victorian state electorate in Australia, known for encompassing agricultural communities along the Murray River.
B. Electoral district of Ovens Valley
The Electoral district of Ovens Valley is a Victorian state electoral division in Australia that encompasses rural and regional communities in the state's northeast, including parts of the Alpine and Ovens Valley regions.
C. electoral district of Maryborough
The electoral district of Maryborough is a Queensland state electoral division centered on the regional city of Maryborough and its surrounding areas, represented in the Queensland Legislative Assembly.
D. Electoral district of Drummoyne
The Electoral district of Drummoyne is a New South Wales state electoral division in Australia that encompasses inner-western Sydney suburbs and elects a member to the New South Wales Legislative Assembly.
E. Electoral district of Bathurst
The Electoral district of Bathurst is a New South Wales state electoral division in Australia that encompasses the regional city of Bathurst and surrounding towns.
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: Broadmeadows (Victorian state electoral district)
Triple: [Broadmeadows, stateElectorate, Broadmeadows (Victorian state electoral district)]

Generated description

Broadmeadows (Victorian state electoral district) is a seat in the Victorian Legislative Assembly covering suburbs in Melbourne’s north, traditionally considered a safe Labor stronghold.

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

Target entity: Broadmeadows (Victorian state electoral district)
Target entity description: Broadmeadows (Victorian state electoral district) is a seat in the Victorian Legislative Assembly covering suburbs in Melbourne’s north, traditionally considered a safe Labor stronghold.

A. Electoral district of Murray Plains
The Electoral district of Murray Plains is a rural Victorian state electorate in Australia, known for encompassing agricultural communities along the Murray River.
B. Electoral district of Ovens Valley
The Electoral district of Ovens Valley is a Victorian state electoral division in Australia that encompasses rural and regional communities in the state's northeast, including parts of the Alpine and Ovens Valley regions.
C. electoral district of Maryborough
The electoral district of Maryborough is a Queensland state electoral division centered on the regional city of Maryborough and its surrounding areas, represented in the Queensland Legislative Assembly.
D. Electoral district of Drummoyne
The Electoral district of Drummoyne is a New South Wales state electoral division in Australia that encompasses inner-western Sydney suburbs and elects a member to the New South Wales Legislative Assembly.
E. Electoral district of Bathurst
The Electoral district of Bathurst is a New South Wales state electoral division in Australia that encompasses the regional city of Bathurst and surrounding towns.
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_69d822e34b348190ada4d1cdb6c7c226`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb56a51ec8190941684fd562a7182`	completed	April 14, 2026, 9:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fde182dab08190aac2ff2db666ee69`	completed	May 8, 2026, 1:13 p.m.
NEDg	Description generation	`batch_69fde5efec48819098c55c7b4abcc7a5`	completed	May 8, 2026, 1:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69fde66b1bf881908072a50d43a527f2`	completed	May 8, 2026, 1:34 p.m.

Created at: April 10, 2026, 1:28 a.m.