Triple
T9383779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bécancour, Quebec |
E225853
|
entity |
| Predicate | hasTransportationInfrastructure |
P385
|
FINISHED |
| Object |
highway 30
Highway 30 is a major regional roadway in Quebec that serves as an important transportation corridor connecting communities such as Bécancour.
|
E796734
|
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 30 | Statement: [Bécancour, Quebec, hasTransportationInfrastructure, highway 30]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: highway 30 Context triple: [Bécancour, Quebec, hasTransportationInfrastructure, highway 30]
-
A.
Highway 3B
Highway 3B is a regional highway in British Columbia that serves as a key connector route in and around the city of Trail.
-
B.
Ontario Highway 33
Ontario Highway 33 is a provincial highway in southeastern Ontario that runs along the north shore of Lake Ontario, connecting communities such as Kingston and Picton and serving as part of the scenic Loyalist Parkway route.
-
C.
Ontario Highway 3
Ontario Highway 3 is a major east–west provincial highway in southwestern Ontario, Canada, connecting numerous communities near the north shore of Lake Erie.
-
D.
Highway 307
Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
-
E.
Alberta Highway 3
Alberta Highway 3 is a major east–west route in southern Alberta, Canada, forming part of the Crowsnest Highway and connecting communities near the British Columbia border to those in the province’s interior.
- 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 30 Triple: [Bécancour, Quebec, hasTransportationInfrastructure, highway 30]
Generated description
Highway 30 is a major regional roadway in Quebec that serves as an important transportation corridor connecting communities such as Bécancour.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: highway 30 Target entity description: Highway 30 is a major regional roadway in Quebec that serves as an important transportation corridor connecting communities such as Bécancour.
-
A.
Highway 3B
Highway 3B is a regional highway in British Columbia that serves as a key connector route in and around the city of Trail.
-
B.
Ontario Highway 33
Ontario Highway 33 is a provincial highway in southeastern Ontario that runs along the north shore of Lake Ontario, connecting communities such as Kingston and Picton and serving as part of the scenic Loyalist Parkway route.
-
C.
Ontario Highway 3
Ontario Highway 3 is a major east–west provincial highway in southwestern Ontario, Canada, connecting numerous communities near the north shore of Lake Erie.
-
D.
Highway 307
Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
-
E.
Alberta Highway 3
Alberta Highway 3 is a major east–west route in southern Alberta, Canada, forming part of the Crowsnest Highway and connecting communities near the British Columbia border to those in the province’s interior.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c23e7881908112597a1771afa5 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100e4fff08190abb4865004462841 |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d10430eec481908e06dd1f6bd12020 |
completed | April 4, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d104a6fb4481908a27f72e3f2d1811 |
completed | April 4, 2026, 12:31 p.m. |
Created at: March 30, 2026, 7:44 p.m.