Triple
T3675005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malton Airport |
E77969
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Malton, Ontario
Malton, Ontario is a neighbourhood in Mississauga, Canada, historically known as an industrial and transportation hub closely tied to the development of Toronto’s main international airport.
|
E378506
|
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: Malton, Ontario | Statement: [Malton Airport, locatedIn, Malton, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malton, Ontario Context triple: [Malton Airport, locatedIn, Malton, Ontario]
-
A.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
B.
Milford, Ontario
Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
-
C.
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.
-
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.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
- 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: Malton, Ontario Triple: [Malton Airport, locatedIn, Malton, Ontario]
Generated description
Malton, Ontario is a neighbourhood in Mississauga, Canada, historically known as an industrial and transportation hub closely tied to the development of Toronto’s main international airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malton, Ontario Target entity description: Malton, Ontario is a neighbourhood in Mississauga, Canada, historically known as an industrial and transportation hub closely tied to the development of Toronto’s main international airport.
-
A.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
B.
Milford, Ontario
Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
-
C.
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.
-
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.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
- 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_69ad85e083008190b2e1b7085fe500bd |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4619cf08190a09a4a820c59cbc4 |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48856b7d481909d9cc32586d61d44 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b489b0de348190a339affb0d59e4b3 |
completed | March 13, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4bc976fc881909a067b73002c5305 |
completed | March 14, 2026, 1:40 a.m. |
Created at: March 8, 2026, 3:25 p.m.