Triple

T11634719
Position Surface form Disambiguated ID Type / Status
Subject Northumberland County E276486 entity
Predicate containsMunicipality P852 FINISHED
Object Township of Hamilton
The Township of Hamilton is a rural municipality in Northumberland County, Ontario, known for its mix of agricultural land, small communities, and proximity to Lake Ontario.
E937226 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: Township of Hamilton | Statement: [Northumberland County, containsMunicipality, Township of Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Township of Hamilton
Context triple: [Northumberland County, containsMunicipality, Township of Hamilton]
  • A. Municipality of Bayham
    The Municipality of Bayham is a rural lower-tier municipality located in Elgin County in southwestern Ontario, Canada, known for its Lake Erie shoreline communities and agricultural landscape.
  • B. Township of Scugog
    The Township of Scugog is a rural–suburban community in south-central Ontario, Canada, known for Lake Scugog, the town of Port Perry, and its role as a recreational and agricultural hub northeast of Toronto.
  • C. Township of King
    Township of King is a largely rural municipality in south-central Ontario, Canada, known for its rolling countryside, equestrian farms, and small historic communities.
  • D. Hamilton Township
    Hamilton Township is a large suburban municipality in central New Jersey known for its residential communities, parks, and proximity to Trenton and major transportation corridors.
  • E. Township of Lake of Bays
    The Township of Lake of Bays is a rural Ontario municipality known for its scenic lakes, forests, and cottage country tourism in the Muskoka 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: Township of Hamilton
Triple: [Northumberland County, containsMunicipality, Township of Hamilton]
Generated description
The Township of Hamilton is a rural municipality in Northumberland County, Ontario, known for its mix of agricultural land, small communities, and proximity to Lake Ontario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Township of Hamilton
Target entity description: The Township of Hamilton is a rural municipality in Northumberland County, Ontario, known for its mix of agricultural land, small communities, and proximity to Lake Ontario.
  • A. Municipality of Bayham
    The Municipality of Bayham is a rural lower-tier municipality located in Elgin County in southwestern Ontario, Canada, known for its Lake Erie shoreline communities and agricultural landscape.
  • B. Township of Scugog
    The Township of Scugog is a rural–suburban community in south-central Ontario, Canada, known for Lake Scugog, the town of Port Perry, and its role as a recreational and agricultural hub northeast of Toronto.
  • C. Township of King
    Township of King is a largely rural municipality in south-central Ontario, Canada, known for its rolling countryside, equestrian farms, and small historic communities.
  • D. Hamilton Township
    Hamilton Township is a large suburban municipality in central New Jersey known for its residential communities, parks, and proximity to Trenton and major transportation corridors.
  • E. Township of Lake of Bays
    The Township of Lake of Bays is a rural Ontario municipality known for its scenic lakes, forests, and cottage country tourism in the Muskoka 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a25c0b00819095898d2b2445ecfb completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87c0fe4881908dda9c493d958500 completed April 26, 2026, 9:46 p.m.
NEDg Description generation batch_69eeb31438f88190bab71212293f2d2e completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd715b448190b738479b7c1379a2 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.