Triple
T10484858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whitchurch-Stouffville, Ontario |
E247268
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Highway 48
Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
|
E1219855
|
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: Highway 48 | Statement: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 48 Context triple: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
-
A.
Highway 409
Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
-
B.
Highway 7
Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
-
C.
Highway 7
Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
-
D.
National Highway 48
National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
-
E.
Highway 6
Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
- 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: Highway 48 Triple: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
Generated description
Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 48 Target entity description: Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
-
A.
Highway 409
Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
-
B.
Highway 7
Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
-
C.
Highway 7
Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
-
D.
National Highway 48
National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
-
E.
Highway 6
Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
- 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50968a0bc8190a18ba24eb37431d9 |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00679214208190a9ee4cce882f59cb |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a006895b8ac8190a8d078e6b9f5bb50 |
completed | May 10, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00694da4a88190944ae4a70ac9f0c3 |
completed | May 10, 2026, 11:17 a.m. |
Created at: April 6, 2026, 12:23 p.m.