Triple
T12169330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highway 7 transit corridor |
E289915
|
entity |
| Predicate | priorityIn |
P100597
|
FINISHED |
| Object |
York Region transit investment strategy
The York Region transit investment strategy is a long-term regional plan that prioritizes funding and infrastructure improvements to expand and enhance public transit services across York Region.
|
E38445
|
NE FINISHED |
How this triple was built (5 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: York Region transit investment strategy | Statement: [Highway 7 transit corridor, priorityIn, York Region transit investment strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: York Region transit investment strategy Context triple: [Highway 7 transit corridor, priorityIn, York Region transit investment strategy]
-
A.
York Region Transit
York Region Transit is the public transportation system serving communities across York Region in Ontario, Canada, operating local and rapid bus services that connect towns and cities north of Toronto.
-
B.
Greater Toronto and Hamilton Area transit network
The Greater Toronto and Hamilton Area transit network is an integrated regional public transportation system in Southern Ontario that coordinates multiple municipal transit agencies and services across the broader Toronto–Hamilton metropolitan region.
-
C.
Regional Transportation Master Plan of Waterloo Region
The Regional Transportation Master Plan of Waterloo Region is a long-term strategic framework guiding the development of an integrated, sustainable transportation network for the region, including major projects like the Ion light rail transit system.
-
D.
Ottawa light rail transit program
The Ottawa light rail transit program is the city’s overarching initiative to develop and expand an electric light rail network to improve urban mobility and reduce traffic congestion.
-
E.
Toronto public transit network
The Toronto public transit network is an integrated system of subways, streetcars, buses, and rapid transit services that provides urban and regional transportation across the city of Toronto and surrounding areas.
- 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: York Region transit investment strategy Triple: [Highway 7 transit corridor, priorityIn, York Region transit investment strategy]
Generated description
The York Region transit investment strategy is a long-term regional plan that prioritizes funding and infrastructure improvements to expand and enhance public transit services across York Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: York Region transit investment strategy Target entity description: The York Region transit investment strategy is a long-term regional plan that prioritizes funding and infrastructure improvements to expand and enhance public transit services across York Region.
-
A.
York Region Transit
chosen
York Region Transit is the public transportation system serving communities across York Region in Ontario, Canada, operating local and rapid bus services that connect towns and cities north of Toronto.
-
B.
Greater Toronto and Hamilton Area transit network
The Greater Toronto and Hamilton Area transit network is an integrated regional public transportation system in Southern Ontario that coordinates multiple municipal transit agencies and services across the broader Toronto–Hamilton metropolitan region.
-
C.
Regional Transportation Master Plan of Waterloo Region
The Regional Transportation Master Plan of Waterloo Region is a long-term strategic framework guiding the development of an integrated, sustainable transportation network for the region, including major projects like the Ion light rail transit system.
-
D.
Ottawa light rail transit program
The Ottawa light rail transit program is the city’s overarching initiative to develop and expand an electric light rail network to improve urban mobility and reduce traffic congestion.
-
E.
Toronto public transit network
The Toronto public transit network is an integrated system of subways, streetcars, buses, and rapid transit services that provides urban and regional transportation across the city of Toronto and surrounding areas.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: priorityIn Context triple: [Highway 7 transit corridor, priorityIn, York Region transit investment strategy]
-
A.
prioritises
Indicates that one entity gives greater importance, preference, or precedence to another entity or task over alternatives.
-
B.
planningPriority
Indicates the relative importance or urgency assigned to an item, task, or objective when organizing or scheduling plans.
-
C.
priorityGroup
chosen
Indicates that one entity is assigned to, or associated with, a particular level or category of priority relative to others.
-
D.
limitsPriorityOf
Indicates that one entity imposes a maximum allowable priority level on another entity’s priority.
-
E.
priorityBenefit
Indicates that one benefit takes precedence over or is considered more important than another in a given context.
- F. None of above.
Provenance (6 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91621ca6c81908365732f361aef13 |
completed | April 10, 2026, 3:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a45568819090662cd3547c9253 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5ff826ea08190a6780351e4b927ac |
completed | May 2, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6018b4088819092b8b97089068fae |
completed | May 2, 2026, 1:52 p.m. |
| PD | Predicate disambiguation | batch_69d9150e85348190b9b47cda4a17dcd0 |
completed | April 10, 2026, 3:19 p.m. |
Created at: April 8, 2026, 9:50 p.m.