Triple
T16188070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Winnipeg Transit |
E392860
|
entity |
| Predicate | policyInstrument |
P1652
|
FINISHED |
| Object |
Transit Master Plan
The Transit Master Plan is Winnipeg’s long-term strategic blueprint for developing and improving the city’s public transit network, services, and infrastructure.
|
E1199477
|
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: Transit Master Plan | Statement: [Winnipeg Transit, policyInstrument, Transit Master Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transit Master Plan Context triple: [Winnipeg Transit, policyInstrument, Transit Master Plan]
-
A.
Metropolitan Transportation Plan
The Metropolitan Transportation Plan is a long-range, comprehensive blueprint that guides future transportation investments and policies for the Warner Robins metropolitan area.
-
B.
York Region Transportation Master Plan
The York Region Transportation Master Plan is a long-term strategic framework guiding the development and integration of roads, transit, cycling, and pedestrian infrastructure across York Region to support growth and sustainable mobility.
-
C.
Metropolitan Transit System
The Metropolitan Transit System is the primary public transportation agency serving the San Diego region, operating buses, trolleys, and related transit services.
-
D.
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.
-
E.
Transit Systems
Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
- 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: Transit Master Plan Triple: [Winnipeg Transit, policyInstrument, Transit Master Plan]
Generated description
The Transit Master Plan is Winnipeg’s long-term strategic blueprint for developing and improving the city’s public transit network, services, and infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transit Master Plan Target entity description: The Transit Master Plan is Winnipeg’s long-term strategic blueprint for developing and improving the city’s public transit network, services, and infrastructure.
-
A.
Metropolitan Transportation Plan
The Metropolitan Transportation Plan is a long-range, comprehensive blueprint that guides future transportation investments and policies for the Warner Robins metropolitan area.
-
B.
York Region Transportation Master Plan
The York Region Transportation Master Plan is a long-term strategic framework guiding the development and integration of roads, transit, cycling, and pedestrian infrastructure across York Region to support growth and sustainable mobility.
-
C.
Metropolitan Transit System
The Metropolitan Transit System is the primary public transportation agency serving the San Diego region, operating buses, trolleys, and related transit services.
-
D.
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.
-
E.
Transit Systems
Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e220630db481908a0c7f7170f20c5f |
completed | April 17, 2026, 11:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffff0750f08190a2fce65124d8dcc0 |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a000096f344819094fca24a342984e1 |
completed | May 10, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00012ec15c8190a09e1b37bc560f67 |
completed | May 10, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:02 a.m.