Triple
T3782546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OPUS card |
E85452
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Société de transport de Laval
The Société de transport de Laval is the public transit agency serving the city of Laval, Quebec, operating bus and related transportation services within the region.
|
E396446
|
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: Société de transport de Laval | Statement: [OPUS card, operator, Société de transport de Laval]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Société de transport de Laval Context triple: [OPUS card, operator, Société de transport de Laval]
-
A.
Société de transport de Montréal
The Société de transport de Montréal is the public transit authority responsible for operating Montreal’s bus and metro networks.
-
B.
Réseau de transport de Longueuil
Réseau de transport de Longueuil is the public transit agency serving Longueuil and surrounding South Shore communities in the Greater Montreal area, operating bus and related transportation services.
-
C.
Réseau de transport de la Capitale
Réseau de transport de la Capitale is the public transit agency serving the Quebec City region, operating bus and related services across the metropolitan area.
-
D.
Durham Region Transit
Durham Region Transit is the public transportation agency serving Ontario's Regional Municipality of Durham with bus services connecting its cities and towns to each other and to the Greater Toronto Area.
-
E.
BC Rapid Transit Company
BC Rapid Transit Company is the public agency responsible for operating and managing metro and light rail transit services in the Metro Vancouver region of British Columbia, Canada.
- 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: Société de transport de Laval Triple: [OPUS card, operator, Société de transport de Laval]
Generated description
The Société de transport de Laval is the public transit agency serving the city of Laval, Quebec, operating bus and related transportation services within the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Société de transport de Laval Target entity description: The Société de transport de Laval is the public transit agency serving the city of Laval, Quebec, operating bus and related transportation services within the region.
-
A.
Société de transport de Montréal
The Société de transport de Montréal is the public transit authority responsible for operating Montreal’s bus and metro networks.
-
B.
Réseau de transport de Longueuil
Réseau de transport de Longueuil is the public transit agency serving Longueuil and surrounding South Shore communities in the Greater Montreal area, operating bus and related transportation services.
-
C.
Réseau de transport de la Capitale
Réseau de transport de la Capitale is the public transit agency serving the Quebec City region, operating bus and related services across the metropolitan area.
-
D.
Durham Region Transit
Durham Region Transit is the public transportation agency serving Ontario's Regional Municipality of Durham with bus services connecting its cities and towns to each other and to the Greater Toronto Area.
-
E.
BC Rapid Transit Company
BC Rapid Transit Company is the public agency responsible for operating and managing metro and light rail transit services in the Metro Vancouver region of British Columbia, Canada.
- 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee3db11108190aa81ee8ed22709fe |
completed | March 9, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c6dbd308190a2106a0711e226be |
completed | March 14, 2026, 8:29 a.m. |
| NEDg | Description generation | batch_69b51d14269881909b75083e3928163a |
completed | March 14, 2026, 8:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51d73ecd48190881c15ff6e0daea0 |
completed | March 14, 2026, 8:33 a.m. |
Created at: March 9, 2026, 3:13 p.m.