Triple

T16730136
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city bus network E406565 entity
Predicate hasOperator P179 FINISHED
Object First Glasgow
First Glasgow is a major bus operator in Glasgow, Scotland, running a large portion of the city’s local and regional bus services.
 E1230166 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: First Glasgow | Statement: [Glasgow city bus network, hasOperator, First Glasgow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: First Glasgow
Context triple: [Glasgow city bus network, hasOperator, First Glasgow]
  • A. New Glasgow
    New Glasgow is a small riverside town in northern Nova Scotia, Canada, known as a regional service and commercial center close to the beaches of the Northumberland Shore.
  • B. Barra–Glasgow
    Barra–Glasgow is a regional flight route in Scotland connecting the island of Barra’s unique beach-runway airport with the city of Glasgow.
  • C. Dumbarton
    Dumbarton is a historic Scottish town on the River Clyde known for its prominent role in shipbuilding and maritime industry.
  • D. Glasgo
    Glasgo is a small village located within the town of Griswold in eastern Connecticut, known for its rural character and proximity to Glasgo Pond.
  • E. Glasgow
    Glasgow is Scotland’s largest city, historically a major industrial and shipbuilding center, known for its rich cultural scene, distinctive architecture, and role as a key urban hub in the United Kingdom.
  • 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: First Glasgow
Triple: [Glasgow city bus network, hasOperator, First Glasgow]
Generated description
First Glasgow is a major bus operator in Glasgow, Scotland, running a large portion of the city’s local and regional bus services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: First Glasgow
Target entity description: First Glasgow is a major bus operator in Glasgow, Scotland, running a large portion of the city’s local and regional bus services.
  • A. New Glasgow
    New Glasgow is a small riverside town in northern Nova Scotia, Canada, known as a regional service and commercial center close to the beaches of the Northumberland Shore.
  • B. Barra–Glasgow
    Barra–Glasgow is a regional flight route in Scotland connecting the island of Barra’s unique beach-runway airport with the city of Glasgow.
  • C. Dumbarton
    Dumbarton is a historic Scottish town on the River Clyde known for its prominent role in shipbuilding and maritime industry.
  • D. Glasgo
    Glasgo is a small village located within the town of Griswold in eastern Connecticut, known for its rural character and proximity to Glasgo Pond.
  • E. Glasgow
    Glasgow is Scotland’s largest city, historically a major industrial and shipbuilding center, known for its rich cultural scene, distinctive architecture, and role as a key urban hub in the United Kingdom.
  • 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.