Triple

T19107294
Position Surface form Disambiguated ID Type / Status
Subject Michael Martin E467688 entity
Predicate constituencyRepresented P192 FINISHED
Object Glasgow Springburn
Glasgow Springburn is a parliamentary constituency in the north of Glasgow, Scotland, historically known for its working-class communities and railway engineering industry.
E1358736 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 Springburn | Statement: [Michael Martin, constituencyRepresented, Glasgow Springburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glasgow Springburn
Context triple: [Michael Martin, constituencyRepresented, Glasgow Springburn]
  • A. Glasgow Maryhill and Springburn
    Glasgow Maryhill and Springburn is a Scottish Parliament constituency in the north of Glasgow that elects a Member of the Scottish Parliament to represent its urban communities.
  • B. Glasgow Southside
    Glasgow Southside is a Scottish Parliamentary constituency in the city of Glasgow, known for its diverse urban communities and central role in contemporary Scottish politics.
  • C. Glasgow Shettleston
    Glasgow Shettleston is a Scottish Parliament constituency in the east end of Glasgow, covering areas such as Shettleston and Parkhead.
  • D. Giffnock
    Giffnock is a suburban town in East Renfrewshire, Scotland, known for its affluent residential character and proximity to Glasgow.
  • E. Shawlands
    Shawlands is a vibrant residential and commercial district in Glasgow, Scotland, known for its busy high street, cafes, bars, and strong transport links to the city centre.
  • 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 Springburn
Triple: [Michael Martin, constituencyRepresented, Glasgow Springburn]
Generated description
Glasgow Springburn is a parliamentary constituency in the north of Glasgow, Scotland, historically known for its working-class communities and railway engineering industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glasgow Springburn
Target entity description: Glasgow Springburn is a parliamentary constituency in the north of Glasgow, Scotland, historically known for its working-class communities and railway engineering industry.
  • A. Glasgow Maryhill and Springburn
    Glasgow Maryhill and Springburn is a Scottish Parliament constituency in the north of Glasgow that elects a Member of the Scottish Parliament to represent its urban communities.
  • B. Glasgow Southside
    Glasgow Southside is a Scottish Parliamentary constituency in the city of Glasgow, known for its diverse urban communities and central role in contemporary Scottish politics.
  • C. Glasgow Shettleston
    Glasgow Shettleston is a Scottish Parliament constituency in the east end of Glasgow, covering areas such as Shettleston and Parkhead.
  • D. Giffnock
    Giffnock is a suburban town in East Renfrewshire, Scotland, known for its affluent residential character and proximity to Glasgow.
  • E. Shawlands
    Shawlands is a vibrant residential and commercial district in Glasgow, Scotland, known for its busy high street, cafes, bars, and strong transport links to the city centre.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e391245c8190b1393577b61c4f76 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda214948190a7b1c37e4d823267 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfd00d1081908086212708501c8f completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e0f25e2481909ddd3f2181b784ea completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.