Triple

T19042852

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lunenburg County, Nova Scotia	`E466050`	entity
Predicate	contains	`P35`	FINISHED
Object	Municipality of the District of Lunenburg The Municipality of the District of Lunenburg is a rural municipal government in southwestern Nova Scotia that administers the areas of Lunenburg County outside its incorporated towns.	`E1356190`	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: Municipality of the District of Lunenburg | Statement: [Lunenburg County, Nova Scotia, contains, Municipality of the District of Lunenburg]

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

Target entity: Municipality of the District of Lunenburg
Context triple: [Lunenburg County, Nova Scotia, contains, Municipality of the District of Lunenburg]

A. Municipality of the District of Digby
The Municipality of the District of Digby is a rural municipal district in southwestern Nova Scotia, Canada, known for its coastal communities, fishing industry, and proximity to the Bay of Fundy.
B. Municipality of the County of Pictou
The Municipality of the County of Pictou is a local government authority in Nova Scotia, Canada, responsible for providing municipal services and administration to the rural areas of Pictou County outside its incorporated towns.
C. Municipality of Placentia
The Municipality of Placentia is a local government authority in Newfoundland and Labrador, Canada, responsible for administering Placentia and surrounding communities including the area of Argentia.
D. Municipality of Leamington
The Municipality of Leamington is a town in southwestern Ontario, Canada, known for its greenhouse agriculture and location along the shores of Lake Erie.
E. Municipality of Chatham-Kent
The Municipality of Chatham-Kent is a single-tier local government area in southwestern Ontario, Canada, encompassing the city of Chatham and numerous surrounding communities and rural 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: Municipality of the District of Lunenburg
Triple: [Lunenburg County, Nova Scotia, contains, Municipality of the District of Lunenburg]

Generated description

The Municipality of the District of Lunenburg is a rural municipal government in southwestern Nova Scotia that administers the areas of Lunenburg County outside its incorporated towns.

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

Target entity: Municipality of the District of Lunenburg
Target entity description: The Municipality of the District of Lunenburg is a rural municipal government in southwestern Nova Scotia that administers the areas of Lunenburg County outside its incorporated towns.

A. Municipality of the District of Digby
The Municipality of the District of Digby is a rural municipal district in southwestern Nova Scotia, Canada, known for its coastal communities, fishing industry, and proximity to the Bay of Fundy.
B. Municipality of the County of Pictou
The Municipality of the County of Pictou is a local government authority in Nova Scotia, Canada, responsible for providing municipal services and administration to the rural areas of Pictou County outside its incorporated towns.
C. Municipality of Placentia
The Municipality of Placentia is a local government authority in Newfoundland and Labrador, Canada, responsible for administering Placentia and surrounding communities including the area of Argentia.
D. Municipality of Leamington
The Municipality of Leamington is a town in southwestern Ontario, Canada, known for its greenhouse agriculture and location along the shores of Lake Erie.
E. Municipality of Chatham-Kent
The Municipality of Chatham-Kent is a single-tier local government area in southwestern Ontario, Canada, encompassing the city of Chatham and numerous surrounding communities and rural 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_69d8dd0359648190bc2a9202c5cf29d2`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5d801ef188190a231e85e1bbce037`	completed	April 20, 2026, 7:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a05c54c78788190905dbcdf996b0d9d`	completed	May 14, 2026, 12:51 p.m.
NEDg	Description generation	`batch_6a05c9bd8cc08190afe552b99bbcd208`	completed	May 14, 2026, 1:10 p.m.
NED2	Entity disambiguation (via description)	`batch_6a05ca8a369881909179015a598eed69`	completed	May 14, 2026, 1:13 p.m.

Created at: April 10, 2026, 12:03 p.m.