Triple

T14256884
Position Surface form Disambiguated ID Type / Status
Subject Cumberland County, Nova Scotia E353405 entity
Predicate borders P224 FINISHED
Object Halifax County, Nova Scotia
Halifax County, Nova Scotia is a large regional municipality on Canada’s Atlantic coast that includes the provincial capital city of Halifax and serves as a major economic, cultural, and transportation hub for the region.
E1094126 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: Halifax County, Nova Scotia | Statement: [Cumberland County, Nova Scotia, borders, Halifax County, Nova Scotia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halifax County, Nova Scotia
Context triple: [Cumberland County, Nova Scotia, borders, Halifax County, Nova Scotia]
  • A. Cumberland County, Nova Scotia
    Cumberland County, Nova Scotia is a largely rural county in northern Nova Scotia known for its coastal communities, including Pugwash, and its mix of agricultural, forested, and shoreline landscapes along the Northumberland Strait and Bay of Fundy.
  • B. Colchester County, Nova Scotia
    Colchester County, Nova Scotia is a largely rural county in central Nova Scotia known for its agricultural communities, including the village of Bible Hill, and its regional service center in the town of Truro.
  • C. Lunenburg County, Nova Scotia
    Lunenburg County, Nova Scotia is a coastal county on Canada’s Atlantic shore known for its historic towns, shipbuilding heritage, and picturesque fishing communities.
  • D. Kings County, Nova Scotia
    Kings County, Nova Scotia is a largely rural county in Canada’s Annapolis Valley known for its fertile agricultural lands, historic Acadian sites, and coastal landscapes along the Bay of Fundy.
  • E. Pictou County, Nova Scotia
    Pictou County, Nova Scotia is a regional municipality in northern Nova Scotia known for its industrial heritage, coastal communities, and role as a service and education hub for the surrounding area.
  • 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: Halifax County, Nova Scotia
Triple: [Cumberland County, Nova Scotia, borders, Halifax County, Nova Scotia]
Generated description
Halifax County, Nova Scotia is a large regional municipality on Canada’s Atlantic coast that includes the provincial capital city of Halifax and serves as a major economic, cultural, and transportation hub for the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halifax County, Nova Scotia
Target entity description: Halifax County, Nova Scotia is a large regional municipality on Canada’s Atlantic coast that includes the provincial capital city of Halifax and serves as a major economic, cultural, and transportation hub for the region.
  • A. Cumberland County, Nova Scotia
    Cumberland County, Nova Scotia is a largely rural county in northern Nova Scotia known for its coastal communities, including Pugwash, and its mix of agricultural, forested, and shoreline landscapes along the Northumberland Strait and Bay of Fundy.
  • B. Colchester County, Nova Scotia
    Colchester County, Nova Scotia is a largely rural county in central Nova Scotia known for its agricultural communities, including the village of Bible Hill, and its regional service center in the town of Truro.
  • C. Lunenburg County, Nova Scotia
    Lunenburg County, Nova Scotia is a coastal county on Canada’s Atlantic shore known for its historic towns, shipbuilding heritage, and picturesque fishing communities.
  • D. Kings County, Nova Scotia
    Kings County, Nova Scotia is a largely rural county in Canada’s Annapolis Valley known for its fertile agricultural lands, historic Acadian sites, and coastal landscapes along the Bay of Fundy.
  • E. Pictou County, Nova Scotia
    Pictou County, Nova Scotia is a regional municipality in northern Nova Scotia known for its industrial heritage, coastal communities, and role as a service and education hub for the surrounding area.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62992a188190bc046fbab5a149d6 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd467b8300819091454dfa36ec2a9d completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd484d079081908c6a69180ee5d29b completed May 8, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69fd48c8c0e48190afb2f121362a7a76 completed May 8, 2026, 2:22 a.m.
Created at: April 10, 2026, 1:09 a.m.