Triple

T16730150
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city bus network E406565 entity
Predicate hasHub P2413 FINISHED
Object Braehead
Braehead is a major shopping and leisure complex in the Greater Glasgow area that serves as a key transport and commercial hub.
 E1230168 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: Braehead | Statement: [Glasgow city bus network, hasHub, Braehead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Braehead
Context triple: [Glasgow city bus network, hasHub, Braehead]
  • A. Bowhill
    Bowhill is a small village in Fife, Scotland, situated near the former mining community of Cardenden.
  • B. Bowhill
    Bowhill is an English-language surname of British origin borne by various notable individuals, including military and public figures.
  • C. Albyn Park
    Albyn Park is a football stadium in Broxburn, Scotland, best known as the home ground of Broxburn Athletic Football Club.
  • D. Dumbreck
    Dumbreck is a railway station in Glasgow, Scotland, serving the Dumbreck area on the suburban network.
  • E. Balloch
    Balloch is a residential district within the Scottish new town of Cumbernauld, known primarily as a suburban housing area.
  • 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: Braehead
Triple: [Glasgow city bus network, hasHub, Braehead]
Generated description
Braehead is a major shopping and leisure complex in the Greater Glasgow area that serves as a key transport and commercial hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Braehead
Target entity description: Braehead is a major shopping and leisure complex in the Greater Glasgow area that serves as a key transport and commercial hub.
  • A. Bowhill
    Bowhill is a small village in Fife, Scotland, situated near the former mining community of Cardenden.
  • B. Bowhill
    Bowhill is an English-language surname of British origin borne by various notable individuals, including military and public figures.
  • C. Albyn Park
    Albyn Park is a football stadium in Broxburn, Scotland, best known as the home ground of Broxburn Athletic Football Club.
  • D. Dumbreck
    Dumbreck is a railway station in Glasgow, Scotland, serving the Dumbreck area on the suburban network.
  • E. Balloch
    Balloch is a residential district within the Scottish new town of Cumbernauld, known primarily as a suburban housing area.
  • 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.