Triple

T9671310
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city centre grid E234033 entity
Predicate includes P1393 FINISHED
Object Financial District of Glasgow
The Financial District of Glasgow is the city’s primary business and finance hub, home to major banks, insurance companies, and corporate offices in a modern high-rise environment.
 E813763 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: Financial District of Glasgow | Statement: [Glasgow city centre grid, includes, Financial District of Glasgow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Financial District of Glasgow
Context triple: [Glasgow city centre grid, includes, Financial District of Glasgow]
  • A. 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.
  • B. 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.
  • 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. Govan district of Glasgow
    The Govan district of Glasgow is a historic riverside area on the south bank of the River Clyde, known for its shipbuilding heritage and role in Glasgow’s industrial development.
  • E. East End of Glasgow
    The East End of Glasgow is a historically working-class district of Glasgow, Scotland, known for its industrial heritage, vibrant cultural scene, and landmarks such as the Barrowland Ballroom.
  • 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: Financial District of Glasgow
Triple: [Glasgow city centre grid, includes, Financial District of Glasgow]
Generated description
The Financial District of Glasgow is the city’s primary business and finance hub, home to major banks, insurance companies, and corporate offices in a modern high-rise environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Financial District of Glasgow
Target entity description: The Financial District of Glasgow is the city’s primary business and finance hub, home to major banks, insurance companies, and corporate offices in a modern high-rise environment.
  • A. 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.
  • B. 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.
  • 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. Govan district of Glasgow
    The Govan district of Glasgow is a historic riverside area on the south bank of the River Clyde, known for its shipbuilding heritage and role in Glasgow’s industrial development.
  • E. East End of Glasgow
    The East End of Glasgow is a historically working-class district of Glasgow, Scotland, known for its industrial heritage, vibrant cultural scene, and landmarks such as the Barrowland Ballroom.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6949108190b699442e5c2aacf9 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a28d1c481908737992466d35fdd completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18adf50308190bf1cc9d6dd1d7ea3 completed April 4, 2026, 10:04 p.m.
NED2 Entity disambiguation (via description) batch_69d18b6a2fb0819092ee274310721b50 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 8:15 p.m.