Triple
T7612930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ion light rail transit |
E172286
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E677063
|
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: Regional Transportation Master Plan of Waterloo Region | Statement: [Ion light rail transit, partOf, Regional Transportation Master Plan of Waterloo Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Transportation Master Plan of Waterloo Region Context triple: [Ion light rail transit, partOf, Regional Transportation Master Plan of Waterloo Region]
-
A.
Plan for the National Capital Region of Canada
The Plan for the National Capital Region of Canada is a mid-20th-century urban planning blueprint that reshaped Ottawa–Gatineau into a symbolically and functionally modern federal capital, emphasizing parkways, green spaces, and coordinated regional development.
-
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.
Growth Plan for the Greater Golden Horseshoe
The Growth Plan for the Greater Golden Horseshoe is a provincial land-use and infrastructure strategy that directs where and how communities in the Greater Golden Horseshoe region of Ontario should grow to support compact, transit-oriented development and protect surrounding natural and agricultural lands.
-
D.
ON TO 2050 comprehensive regional plan
The ON TO 2050 comprehensive regional plan is the Chicago region’s long-range blueprint for coordinated transportation, land use, economic development, and environmental sustainability.
-
E.
Brunswick Area Transportation Study MPO
The Brunswick Area Transportation Study MPO is a regional planning organization responsible for coordinating long-range transportation planning and investment decisions in the Brunswick, Georgia metropolitan area.
- 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: Regional Transportation Master Plan of Waterloo Region Triple: [Ion light rail transit, partOf, Regional Transportation Master Plan of Waterloo Region]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Transportation Master Plan of Waterloo Region Target entity description: 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.
-
A.
Plan for the National Capital Region of Canada
The Plan for the National Capital Region of Canada is a mid-20th-century urban planning blueprint that reshaped Ottawa–Gatineau into a symbolically and functionally modern federal capital, emphasizing parkways, green spaces, and coordinated regional development.
-
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.
Growth Plan for the Greater Golden Horseshoe
The Growth Plan for the Greater Golden Horseshoe is a provincial land-use and infrastructure strategy that directs where and how communities in the Greater Golden Horseshoe region of Ontario should grow to support compact, transit-oriented development and protect surrounding natural and agricultural lands.
-
D.
ON TO 2050 comprehensive regional plan
The ON TO 2050 comprehensive regional plan is the Chicago region’s long-range blueprint for coordinated transportation, land use, economic development, and environmental sustainability.
-
E.
Brunswick Area Transportation Study MPO
The Brunswick Area Transportation Study MPO is a regional planning organization responsible for coordinating long-range transportation planning and investment decisions in the Brunswick, Georgia metropolitan area.
- 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86868dce08190b31229ff2e06fe0c |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c8690ef840819082ecaa16b5cf3f0c |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86b70a51c819091590ff094e6e784 |
completed | March 28, 2026, 11:59 p.m. |
Created at: March 27, 2026, 3:55 p.m.