Triple
T10764833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Hamilton area |
E253926
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Flamborough, Ontario
Flamborough, Ontario is a largely rural community with small urban centers that forms part of the City of Hamilton in southern Ontario, Canada.
|
E884150
|
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: Flamborough, Ontario | Statement: [Greater Hamilton area, hasPart, Flamborough, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flamborough, Ontario Context triple: [Greater Hamilton area, hasPart, Flamborough, Ontario]
-
A.
Bloomfield, Ontario
Bloomfield, Ontario is a small village in Prince Edward County known for its historic charm, local shops, and proximity to the region’s wineries and scenic countryside.
-
B.
Burford, Ontario
Burford, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and role as a local service centre within the County of Brant.
-
C.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
D.
Rossmore, Ontario
Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
-
E.
Pembroke, Ontario
Pembroke, Ontario is a small city in eastern Ontario, Canada, known as the "Heart of the Ottawa Valley" and serving as a regional service and commercial center along the Ottawa River.
- 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: Flamborough, Ontario Triple: [Greater Hamilton area, hasPart, Flamborough, Ontario]
Generated description
Flamborough, Ontario is a largely rural community with small urban centers that forms part of the City of Hamilton in southern Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flamborough, Ontario Target entity description: Flamborough, Ontario is a largely rural community with small urban centers that forms part of the City of Hamilton in southern Ontario, Canada.
-
A.
Bloomfield, Ontario
Bloomfield, Ontario is a small village in Prince Edward County known for its historic charm, local shops, and proximity to the region’s wineries and scenic countryside.
-
B.
Burford, Ontario
Burford, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and role as a local service centre within the County of Brant.
-
C.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
D.
Rossmore, Ontario
Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
-
E.
Pembroke, Ontario
Pembroke, Ontario is a small city in eastern Ontario, Canada, known as the "Heart of the Ottawa Valley" and serving as a regional service and commercial center along the Ottawa River.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d731a5d5248190badfc5a8ab0215d6 |
completed | April 9, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
| NEDg | Description generation | batch_69de271ee56c81908d2f690f31c2d2db |
completed | April 14, 2026, 11:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2e05fdb08190b880f9158b14118b |
completed | April 14, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:16 p.m.