Triple
T22208986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longlac, Ontario |
E548890
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Northwestern Ontario transportation network
The Northwestern Ontario transportation network is a regional system of highways, rail lines, and other transport routes that connect remote communities, resource industries, and major urban centers across northwestern Ontario.
|
E1524037
|
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: Northwestern Ontario transportation network | Statement: [Longlac, Ontario, partOf, Northwestern Ontario transportation network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern Ontario transportation network Context triple: [Longlac, Ontario, partOf, Northwestern Ontario transportation network]
-
A.
Southern Ontario transportation network
The Southern Ontario transportation network is an integrated system of highways, rail lines, public transit, and freight routes that connects major urban centers like Toronto with surrounding regions to support commuter travel and economic activity.
-
B.
Greater Toronto and Hamilton Area road network
The Greater Toronto and Hamilton Area road network is an extensive interconnected system of highways, parkways, and arterial roads that supports commuter, commercial, and regional travel across Canada’s largest urban region.
-
C.
Ontario provincial highway network
The Ontario provincial highway network is an integrated system of numbered provincial roads that connects communities across Ontario and supports regional and long-distance transportation.
-
D.
Sault Ste. Marie–Thunder Bay corridor
The Sault Ste. Marie–Thunder Bay corridor is a key stretch of the Trans-Canada Highway in northwestern Ontario that links the cities of Sault Ste. Marie and Thunder Bay along the north shore of Lake Superior.
-
E.
Ontario 400-series highway network
The Ontario 400-series highway network is a system of controlled-access freeways across Ontario designed to support high-speed, high-volume regional and intercity traffic.
- 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: Northwestern Ontario transportation network Triple: [Longlac, Ontario, partOf, Northwestern Ontario transportation network]
Generated description
The Northwestern Ontario transportation network is a regional system of highways, rail lines, and other transport routes that connect remote communities, resource industries, and major urban centers across northwestern Ontario.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwestern Ontario transportation network Target entity description: The Northwestern Ontario transportation network is a regional system of highways, rail lines, and other transport routes that connect remote communities, resource industries, and major urban centers across northwestern Ontario.
-
A.
Southern Ontario transportation network
The Southern Ontario transportation network is an integrated system of highways, rail lines, public transit, and freight routes that connects major urban centers like Toronto with surrounding regions to support commuter travel and economic activity.
-
B.
Greater Toronto and Hamilton Area road network
The Greater Toronto and Hamilton Area road network is an extensive interconnected system of highways, parkways, and arterial roads that supports commuter, commercial, and regional travel across Canada’s largest urban region.
-
C.
Ontario provincial highway network
The Ontario provincial highway network is an integrated system of numbered provincial roads that connects communities across Ontario and supports regional and long-distance transportation.
-
D.
Sault Ste. Marie–Thunder Bay corridor
The Sault Ste. Marie–Thunder Bay corridor is a key stretch of the Trans-Canada Highway in northwestern Ontario that links the cities of Sault Ste. Marie and Thunder Bay along the north shore of Lake Superior.
-
E.
Ontario 400-series highway network
The Ontario 400-series highway network is a system of controlled-access freeways across Ontario designed to support high-speed, high-volume regional and intercity traffic.
- 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_69e11e3f7e04819089806d81d5ac431e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b29eb808190ab8abaa1e0e354fa |
completed | April 28, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa61cc9e48190ba5f6eb2a7cf3c9b |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6c001d48190b49866f02514aa28 |
completed | May 18, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa74204a081909fa0d80858bfa6bb |
completed | May 18, 2026, 5:44 a.m. |
Created at: April 16, 2026, 8:36 p.m.