Triple

T17277992

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illawarra Statistical District	`E419440`	entity
Predicate	partOf	`P40`	FINISHED
Object	ABS statistical geography of New South Wales The ABS statistical geography of New South Wales is the Australian Bureau of Statistics’ structured framework of regions and districts used to collect, analyze, and present statistical data across the state.	`E1260638`	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: ABS statistical geography of New South Wales | Statement: [Illawarra Statistical District, partOf, ABS statistical geography of New South Wales]

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

Target entity: ABS statistical geography of New South Wales
Context triple: [Illawarra Statistical District, partOf, ABS statistical geography of New South Wales]

A. Illawarra Statistical District
The Illawarra Statistical District is a regional area in New South Wales, Australia, centered on the coastal city of Wollongong and used for demographic and statistical purposes.
B. NSW Local Health Districts
NSW Local Health Districts are regional public health organizations in New South Wales responsible for delivering hospital and community health services to their local populations.
C. Local government areas of New South Wales
Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
D. Regional New South Wales
Regional New South Wales refers to all areas of the Australian state of New South Wales outside the Greater Sydney metropolitan region, encompassing a diverse range of coastal, inland, and rural communities.
E. AGNSW
AGNSW is a major public art museum in Sydney, Australia, renowned for its collections of Australian, Aboriginal, European, and Asian art.
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: ABS statistical geography of New South Wales
Triple: [Illawarra Statistical District, partOf, ABS statistical geography of New South Wales]

Generated description

The ABS statistical geography of New South Wales is the Australian Bureau of Statistics’ structured framework of regions and districts used to collect, analyze, and present statistical data across the state.

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

Target entity: ABS statistical geography of New South Wales
Target entity description: The ABS statistical geography of New South Wales is the Australian Bureau of Statistics’ structured framework of regions and districts used to collect, analyze, and present statistical data across the state.

A. Illawarra Statistical District
The Illawarra Statistical District is a regional area in New South Wales, Australia, centered on the coastal city of Wollongong and used for demographic and statistical purposes.
B. NSW Local Health Districts
NSW Local Health Districts are regional public health organizations in New South Wales responsible for delivering hospital and community health services to their local populations.
C. Local government areas of New South Wales
Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
D. Regional New South Wales
Regional New South Wales refers to all areas of the Australian state of New South Wales outside the Greater Sydney metropolitan region, encompassing a diverse range of coastal, inland, and rural communities.
E. AGNSW
AGNSW is a major public art museum in Sydney, Australia, renowned for its collections of Australian, Aboriginal, European, and Asian art.
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_69d886da626481908a14ce7830329a35`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e43327b048819095fbd93b2105533a`	completed	April 19, 2026, 1:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0179513ffc81908bac515823e88a1a`	completed	May 11, 2026, 6:38 a.m.
NEDg	Description generation	`batch_6a017c351e908190bcd7bb751dc7f949`	completed	May 11, 2026, 6:50 a.m.
NED2	Entity disambiguation (via description)	`batch_6a017cad99688190aeaa388bf2d7d603`	completed	May 11, 2026, 6:52 a.m.

Created at: April 10, 2026, 5:40 a.m.