Triple

T16730137
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city bus network E406565 entity
Predicate hasOperator P179 FINISHED
Object McGill’s Bus Services
McGill’s Bus Services is a major Scottish bus operator providing extensive local and regional services in and around Glasgow and the west of Scotland.
 E1230167 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: McGill’s Bus Services | Statement: [Glasgow city bus network, hasOperator, McGill’s Bus Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McGill’s Bus Services
Context triple: [Glasgow city bus network, hasOperator, McGill’s Bus Services]
  • A. Saint John Transit
    Saint John Transit is the public transportation agency serving the city of Saint John, New Brunswick, operating bus services across its various neighborhoods and districts.
  • B. Brantford Transit
    Brantford Transit is the municipal public transportation system serving the city of Brantford, Ontario, Canada.
  • C. Barrie Transit
    Barrie Transit is the public bus transportation system serving the city of Barrie, Ontario, providing local transit services that connect with regional rail and bus networks.
  • D. Halifax Transit
    Halifax Transit is the public transportation agency that operates bus and ferry services throughout the Halifax Regional Municipality in Nova Scotia, Canada.
  • E. Montreal bus network
    The Montreal bus network is the city-wide public bus system serving Montreal and surrounding areas, providing extensive local and express transit connections integrated with the metro and other regional services.
  • 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: McGill’s Bus Services
Triple: [Glasgow city bus network, hasOperator, McGill’s Bus Services]
Generated description
McGill’s Bus Services is a major Scottish bus operator providing extensive local and regional services in and around Glasgow and the west of Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McGill’s Bus Services
Target entity description: McGill’s Bus Services is a major Scottish bus operator providing extensive local and regional services in and around Glasgow and the west of Scotland.
  • A. Saint John Transit
    Saint John Transit is the public transportation agency serving the city of Saint John, New Brunswick, operating bus services across its various neighborhoods and districts.
  • B. Brantford Transit
    Brantford Transit is the municipal public transportation system serving the city of Brantford, Ontario, Canada.
  • C. Barrie Transit
    Barrie Transit is the public bus transportation system serving the city of Barrie, Ontario, providing local transit services that connect with regional rail and bus networks.
  • D. Halifax Transit
    Halifax Transit is the public transportation agency that operates bus and ferry services throughout the Halifax Regional Municipality in Nova Scotia, Canada.
  • E. Montreal bus network
    The Montreal bus network is the city-wide public bus system serving Montreal and surrounding areas, providing extensive local and express transit connections integrated with the metro and other regional services.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3874ad5b481908199e4d99ac4225e completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d4a94688190aabe56c34e8cc2c3 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:20 a.m.