Triple

T16837971
Position Surface form Disambiguated ID Type / Status
Subject Cowcaddens Road E409331 entity
Predicate locatedIn P40 FINISHED
Object Glasgow City Centre area
The Glasgow City Centre area is the bustling commercial and cultural heart of Glasgow, known for its dense shopping streets, offices, entertainment venues, and major transport hubs.
 E283989 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: Glasgow City Centre area | Statement: [Cowcaddens Road, locatedIn, Glasgow City Centre area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glasgow City Centre area
Context triple: [Cowcaddens Road, locatedIn, Glasgow City Centre area]
  • A. Glasgow city centre retail area
    Glasgow city centre retail area is the main commercial heart of Glasgow, known for its dense concentration of shops, department stores, and pedestrian-friendly streets.
  • B. St Enoch area of Glasgow
    The St Enoch area of Glasgow is a central district of the city known for its major shopping centre, transport links, and proximity to the River Clyde.
  • C. West End of Glasgow
    The West End of Glasgow is a vibrant, affluent district known for its historic architecture, cultural institutions, trendy cafes, and proximity to the University of Glasgow.
  • D. Central Area, Edinburgh
    Central Area, Edinburgh is the historic main campus hub of the University of Edinburgh, housing many of its central academic buildings, libraries, and administrative facilities in the city centre.
  • E. Edinburgh city centre zone
    Edinburgh city centre zone is the central urban area of Edinburgh that serves as a key public transport tariff and service zone encompassing major hubs like Waverley railway station.
  • 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: Glasgow City Centre area
Triple: [Cowcaddens Road, locatedIn, Glasgow City Centre area]
Generated description
The Glasgow City Centre area is the bustling commercial and cultural heart of Glasgow, known for its dense shopping streets, offices, entertainment venues, and major transport hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glasgow City Centre area
Target entity description: The Glasgow City Centre area is the bustling commercial and cultural heart of Glasgow, known for its dense shopping streets, offices, entertainment venues, and major transport hubs.
  • A. Glasgow city centre retail area chosen
    Glasgow city centre retail area is the main commercial heart of Glasgow, known for its dense concentration of shops, department stores, and pedestrian-friendly streets.
  • B. St Enoch area of Glasgow
    The St Enoch area of Glasgow is a central district of the city known for its major shopping centre, transport links, and proximity to the River Clyde.
  • C. West End of Glasgow
    The West End of Glasgow is a vibrant, affluent district known for its historic architecture, cultural institutions, trendy cafes, and proximity to the University of Glasgow.
  • D. Central Area, Edinburgh
    Central Area, Edinburgh is the historic main campus hub of the University of Edinburgh, housing many of its central academic buildings, libraries, and administrative facilities in the city centre.
  • E. Edinburgh city centre zone
    Edinburgh city centre zone is the central urban area of Edinburgh that serves as a key public transport tariff and service zone encompassing major hubs like Waverley railway station.
  • F. None of above.

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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b34ed7d48190a5f8d9f03a332a22 completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb15c9f48190a4d73bb08a15beb4 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bc4cdf8481909ad45b9c66234c9b completed May 10, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_6a00bcfcb434819092b85ce1debb9be8 completed May 10, 2026, 5:14 p.m.
Created at: April 10, 2026, 5:23 a.m.