Triple

T19895937
Position Surface form Disambiguated ID Type / Status
Subject Sherbrooke E478151 entity
Predicate isServedBy P1293 FINISHED
Object Quebec Route 112
Quebec Route 112 is a major provincial highway in Quebec that runs through the Eastern Townships and Montérégie regions, connecting several communities including the city of Sherbrooke.
E1404171 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: Quebec Route 112 | Statement: [Sherbrooke, isServedBy, Quebec Route 112]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quebec Route 112
Context triple: [Sherbrooke, isServedBy, Quebec Route 112]
  • A. Quebec Route 117
    Quebec Route 117 is a major provincial highway in Quebec that runs north–south through the Laurentides region, forming part of the Trans-Canada Highway and connecting Montreal’s northern suburbs to Abitibi-Témiscamingue.
  • B. Quebec Route 116
    Quebec Route 116 is a major provincial highway in Quebec that runs east–west across the south shore of the Saint Lawrence River, connecting several communities and serving as an important regional transportation corridor.
  • C. Quebec Route 125
    Quebec Route 125 is a provincial highway in Quebec that runs north from the Montreal region toward the Lanaudière area, serving as a key connector for several communities along its route.
  • D. Quebec Route 132
    Quebec Route 132 is a major provincial highway in Quebec that runs along the south shore of the Saint Lawrence River, connecting numerous communities and serving as an important regional transportation corridor.
  • E. Quebec Route 107
    Quebec Route 107 is a provincial highway in Quebec, Canada, that serves as a regional connector in the Outaouais area, including access to the town of Maniwaki.
  • 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: Quebec Route 112
Triple: [Sherbrooke, isServedBy, Quebec Route 112]
Generated description
Quebec Route 112 is a major provincial highway in Quebec that runs through the Eastern Townships and Montérégie regions, connecting several communities including the city of Sherbrooke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quebec Route 112
Target entity description: Quebec Route 112 is a major provincial highway in Quebec that runs through the Eastern Townships and Montérégie regions, connecting several communities including the city of Sherbrooke.
  • A. Quebec Route 117
    Quebec Route 117 is a major provincial highway in Quebec that runs north–south through the Laurentides region, forming part of the Trans-Canada Highway and connecting Montreal’s northern suburbs to Abitibi-Témiscamingue.
  • B. Quebec Route 116
    Quebec Route 116 is a major provincial highway in Quebec that runs east–west across the south shore of the Saint Lawrence River, connecting several communities and serving as an important regional transportation corridor.
  • C. Quebec Route 125
    Quebec Route 125 is a provincial highway in Quebec that runs north from the Montreal region toward the Lanaudière area, serving as a key connector for several communities along its route.
  • D. Quebec Route 132
    Quebec Route 132 is a major provincial highway in Quebec that runs along the south shore of the Saint Lawrence River, connecting numerous communities and serving as an important regional transportation corridor.
  • E. Quebec Route 107
    Quebec Route 107 is a provincial highway in Quebec, Canada, that serves as a regional connector in the Outaouais area, including access to the town of Maniwaki.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6593cb45881909cc34a9c601db001 completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdbe13388190a0cc8dd66e3593aa completed May 16, 2026, 5:16 a.m.
NEDg Description generation batch_6a07feb28eec81908a8e33a706cf9d9b completed May 16, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff2e34608190a27995f6400c153a completed May 16, 2026, 5:22 a.m.
Created at: April 10, 2026, 1:52 p.m.