Triple
T12530066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ontario Highway 8 |
E299538
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
New Hamburg, Ontario
New Hamburg, Ontario is a small community in the Township of Wilmot in southwestern Ontario, known for its historic downtown, agricultural surroundings, and location between Kitchener and Stratford.
|
E986247
|
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: New Hamburg, Ontario | Statement: [Ontario Highway 8, connectsTo, New Hamburg, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Hamburg, Ontario Context triple: [Ontario Highway 8, connectsTo, New Hamburg, Ontario]
-
A.
Newcastle, Ontario
Newcastle, Ontario is a small community in the municipality of Clarington, Ontario, known historically as a rural village and the early home of the influential Massey family.
-
B.
Hagersville, Ontario
Hagersville, Ontario is a small community in Haldimand County known historically as a railway town and regional service centre in southern Ontario.
-
C.
Grimsby, Ontario
Grimsby, Ontario is a town on the southwestern shore of Lake Ontario in the Niagara Region, known for its scenic waterfront, wineries, and role as a residential community between Hamilton and St. Catharines.
-
D.
Huntsville, Ontario
Huntsville, Ontario is a town in the Muskoka region of central Ontario known as a popular gateway to cottage country and nearby Algonquin Provincial Park.
-
E.
Hanover, Ontario
Hanover, Ontario is a small town in Grey County, Canada, known for its regional services, manufacturing base, and attractions like the Hanover Raceway and local cultural amenities.
- 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: New Hamburg, Ontario Triple: [Ontario Highway 8, connectsTo, New Hamburg, Ontario]
Generated description
New Hamburg, Ontario is a small community in the Township of Wilmot in southwestern Ontario, known for its historic downtown, agricultural surroundings, and location between Kitchener and Stratford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Hamburg, Ontario Target entity description: New Hamburg, Ontario is a small community in the Township of Wilmot in southwestern Ontario, known for its historic downtown, agricultural surroundings, and location between Kitchener and Stratford.
-
A.
Newcastle, Ontario
Newcastle, Ontario is a small community in the municipality of Clarington, Ontario, known historically as a rural village and the early home of the influential Massey family.
-
B.
Hagersville, Ontario
Hagersville, Ontario is a small community in Haldimand County known historically as a railway town and regional service centre in southern Ontario.
-
C.
Grimsby, Ontario
Grimsby, Ontario is a town on the southwestern shore of Lake Ontario in the Niagara Region, known for its scenic waterfront, wineries, and role as a residential community between Hamilton and St. Catharines.
-
D.
Huntsville, Ontario
Huntsville, Ontario is a town in the Muskoka region of central Ontario known as a popular gateway to cottage country and nearby Algonquin Provincial Park.
-
E.
Hanover, Ontario
Hanover, Ontario is a small town in Grey County, Canada, known for its regional services, manufacturing base, and attractions like the Hanover Raceway and local cultural amenities.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95469d100819087c83bc55e3ec9ce |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc674e881908673e1f9103cc8be |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64c7d337c81909ee9ea52158a756f |
completed | May 2, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64d653b988190b11d061f55ef7192 |
completed | May 2, 2026, 7:15 p.m. |
Created at: April 8, 2026, 9:57 p.m.