Triple
T3675023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malton Airport |
E77969
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Malton (community in Ontario)
Malton is a suburban community in Mississauga, Ontario, historically significant as a major aviation hub and industrial area associated with Toronto’s early airport development.
|
E378507
|
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 (community in Ontario) | Statement: [Malton Airport, namedAfter, Malton (community in Ontario)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malton (community in Ontario) Context triple: [Malton Airport, namedAfter, Malton (community in 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.
Almonte, Ontario, Canada
Almonte, Ontario, Canada is a small historic town best known as the birthplace of James Naismith, the inventor of basketball.
-
D.
Milton, Ontario
Milton, Ontario is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of suburban development and nearby conservation areas.
-
E.
Midland, Ontario
Midland, Ontario is a small town on Georgian Bay known as a gateway to the picturesque 30,000 Islands region and a hub for boating, tourism, and cottage country.
- 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 (community in Ontario) Triple: [Malton Airport, namedAfter, Malton (community in Ontario)]
Generated description
Malton is a suburban community in Mississauga, Ontario, historically significant as a major aviation hub and industrial area associated with Toronto’s early airport development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malton (community in Ontario) Target entity description: Malton is a suburban community in Mississauga, Ontario, historically significant as a major aviation hub and industrial area associated with Toronto’s early airport development.
-
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.
Almonte, Ontario, Canada
Almonte, Ontario, Canada is a small historic town best known as the birthplace of James Naismith, the inventor of basketball.
-
D.
Milton, Ontario
Milton, Ontario is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of suburban development and nearby conservation areas.
-
E.
Midland, Ontario
Midland, Ontario is a small town on Georgian Bay known as a gateway to the picturesque 30,000 Islands region and a hub for boating, tourism, and cottage country.
- 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.