Triple

T12817150

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wattle Range Council	`E306430`	entity
Predicate	formedByAmalgamationOf	`P6637`	FINISHED
Object	District Council of Millicent The District Council of Millicent was a former local government area in South Australia that administered the town of Millicent and surrounding rural regions before being merged into the Wattle Range Council.	`E1004306`	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: District Council of Millicent | Statement: [Wattle Range Council, formedByAmalgamationOf, District Council of Millicent]

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

Target entity: District Council of Millicent
Context triple: [Wattle Range Council, formedByAmalgamationOf, District Council of Millicent]

A. District Council of Grant
The District Council of Grant is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal areas around the city of Mount Gambier.
B. District Council of Ceduna
The District Council of Ceduna is a local government area on the far west coast of South Australia, centered on the town of Ceduna and encompassing surrounding rural and coastal communities.
C. District Council of Yankalilla
The District Council of Yankalilla is a local government area in South Australia that administers rural communities and coastal townships on the Fleurieu Peninsula, including popular holiday and agricultural regions.
D. Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
E. Southern Mallee District Council
The Southern Mallee District Council is a rural local government authority in South Australia responsible for administering and providing services to communities within the Southern Mallee region.
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: District Council of Millicent
Triple: [Wattle Range Council, formedByAmalgamationOf, District Council of Millicent]

Generated description

The District Council of Millicent was a former local government area in South Australia that administered the town of Millicent and surrounding rural regions before being merged into the Wattle Range Council.

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

Target entity: District Council of Millicent
Target entity description: The District Council of Millicent was a former local government area in South Australia that administered the town of Millicent and surrounding rural regions before being merged into the Wattle Range Council.

A. District Council of Grant
The District Council of Grant is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal areas around the city of Mount Gambier.
B. District Council of Ceduna
The District Council of Ceduna is a local government area on the far west coast of South Australia, centered on the town of Ceduna and encompassing surrounding rural and coastal communities.
C. District Council of Yankalilla
The District Council of Yankalilla is a local government area in South Australia that administers rural communities and coastal townships on the Fleurieu Peninsula, including popular holiday and agricultural regions.
D. Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
E. Southern Mallee District Council
The Southern Mallee District Council is a rural local government authority in South Australia responsible for administering and providing services to communities within the Southern Mallee region.
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_69d7bdf46c448190b1faa55aaacb6317`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96e9d00088190ac0f5d60e1de7a7c`	completed	April 10, 2026, 9:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f68ecee33c8190a6bf045731bb9326`	completed	May 2, 2026, 11:54 p.m.
NEDg	Description generation	`batch_69f691341d0081909ca3b281ee64b42b`	completed	May 3, 2026, 12:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69f692361c3c81909078a19be1a86231`	completed	May 3, 2026, 12:09 a.m.

Created at: April 9, 2026, 5:31 p.m.