Triple
T14066004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lévis |
E338471
|
entity |
| Predicate | hasPublicTransitOperator |
P86
|
FINISHED |
| Object |
Société de transport de Lévis
Société de transport de Lévis is the public transit agency responsible for operating bus and related transportation services in the city of Lévis, Quebec, Canada.
|
E1077291
|
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 Lévis | Statement: [Lévis, hasPublicTransitOperator, Société de transport de Lévis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Société de transport de Lévis Context triple: [Lévis, hasPublicTransitOperator, Société de transport de Lévis]
-
A.
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.
-
B.
Société de transport de Sherbrooke
Société de transport de Sherbrooke is the public transit agency responsible for operating bus and related transportation services in the city of Sherbrooke, Quebec, Canada.
-
C.
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.
-
D.
Société de transport de l’Outaouais
Société de transport de l’Outaouais is the public transit agency serving the city of Gatineau and surrounding areas in western Quebec, Canada.
-
E.
Transports Québec
Transports Québec is the provincial government agency responsible for planning, managing, and maintaining Quebec’s road and transportation infrastructure.
- 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 Lévis Triple: [Lévis, hasPublicTransitOperator, Société de transport de Lévis]
Generated description
Société de transport de Lévis is the public transit agency responsible for operating bus and related transportation services in the city of Lévis, Quebec, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Société de transport de Lévis Target entity description: Société de transport de Lévis is the public transit agency responsible for operating bus and related transportation services in the city of Lévis, Quebec, Canada.
-
A.
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.
-
B.
Société de transport de Sherbrooke
Société de transport de Sherbrooke is the public transit agency responsible for operating bus and related transportation services in the city of Sherbrooke, Quebec, Canada.
-
C.
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.
-
D.
Société de transport de l’Outaouais
Société de transport de l’Outaouais is the public transit agency serving the city of Gatineau and surrounding areas in western Quebec, Canada.
-
E.
Transports Québec
Transports Québec is the provincial government agency responsible for planning, managing, and maintaining Quebec’s road and transportation infrastructure.
- 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de568b81f08190a571004261c0e8e4 |
completed | April 14, 2026, 3 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb669111081909ccd167f41571a00 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc17d16008190bfec11ba0c229aae |
completed | May 7, 2026, 4:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc1fe9bb0819098aa2655330569cb |
completed | May 7, 2026, 4:46 p.m. |
Created at: April 9, 2026, 10:21 p.m.