Triple
T23010120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto Fire Services |
E572882
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Mechanical and Logistics division |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mechanical and Logistics division | Statement: [Toronto Fire Services, hasDivision, Mechanical and Logistics division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mechanical and Logistics division Context triple: [Toronto Fire Services, hasDivision, Mechanical and Logistics division]
-
A.
Logistics and Resources Division
The Logistics and Resources Division is a NATO International Military Staff branch responsible for planning, coordinating, and managing the Alliance’s logistics, capabilities, and resource support for military operations.
-
B.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
-
C.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
D.
División de Logística
La División de Logística es la unidad del Ejército de Chile encargada de planificar, coordinar y gestionar el apoyo logístico y de abastecimiento para las operaciones militares y el funcionamiento institucional.
-
E.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mechanical and Logistics division Target entity description: The Mechanical and Logistics division is the unit within Toronto Fire Services responsible for maintaining firefighting equipment and managing the logistical support needed for emergency operations.
-
A.
Logistics and Resources Division
The Logistics and Resources Division is a NATO International Military Staff branch responsible for planning, coordinating, and managing the Alliance’s logistics, capabilities, and resource support for military operations.
-
B.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
-
C.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
D.
División de Logística
La División de Logística es la unidad del Ejército de Chile encargada de planificar, coordinar y gestionar el apoyo logístico y de abastecimiento para las operaciones militares y el funcionamiento institucional.
-
E.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
- F. None of above. chosen
Provenance (2 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_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18359f5548190b15a139eb09e30a0 |
completed | April 29, 2026, 4:04 a.m. |
Created at: April 17, 2026, 3:51 p.m.