Triple

T16730154
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city bus network E406565 entity
Predicate hasHub P2413 FINISHED
Object Castlemilk
Castlemilk is a large residential district in the south of Glasgow, Scotland, known for its extensive post-war housing schemes and strong local community.
 E1230169 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: Castlemilk | Statement: [Glasgow city bus network, hasHub, Castlemilk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Castlemilk
Context triple: [Glasgow city bus network, hasHub, Castlemilk]
  • A. Castlecrag
    Castlecrag is a harbourside residential suburb on Sydney’s Lower North Shore, noted for its bushland setting and distinctive early 20th-century planned community design.
  • B. Castlerock
    Castlerock is a small seaside village and popular holiday resort on the north coast of Northern Ireland.
  • C. Turnhouse
    Turnhouse is a district in the west of Edinburgh, Scotland, historically known for its former Royal Air Force station and proximity to Edinburgh Airport.
  • D. Hammerbrook
    Hammerbrook is an inner-city district of Hamburg, Germany, known for its canals, commercial areas, and post-war redevelopment.
  • E. Oughterside
    Oughterside is a small village in Cumbria, England, situated within the borough of Allerdale.
  • 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: Castlemilk
Triple: [Glasgow city bus network, hasHub, Castlemilk]
Generated description
Castlemilk is a large residential district in the south of Glasgow, Scotland, known for its extensive post-war housing schemes and strong local community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Castlemilk
Target entity description: Castlemilk is a large residential district in the south of Glasgow, Scotland, known for its extensive post-war housing schemes and strong local community.
  • A. Castlecrag
    Castlecrag is a harbourside residential suburb on Sydney’s Lower North Shore, noted for its bushland setting and distinctive early 20th-century planned community design.
  • B. Castlerock
    Castlerock is a small seaside village and popular holiday resort on the north coast of Northern Ireland.
  • C. Turnhouse
    Turnhouse is a district in the west of Edinburgh, Scotland, historically known for its former Royal Air Force station and proximity to Edinburgh Airport.
  • D. Hammerbrook
    Hammerbrook is an inner-city district of Hamburg, Germany, known for its canals, commercial areas, and post-war redevelopment.
  • E. Oughterside
    Oughterside is a small village in Cumbria, England, situated within the borough of Allerdale.
  • 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_69e3874bd7648190a6a7d173d4b497a7 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.