Triple

T7974222
Position Surface form Disambiguated ID Type / Status
Subject Blackburn, West Lothian E185402 entity
Predicate locatedNear P294 FINISHED
Object Bathgate
Bathgate is a town in West Lothian, Scotland, known historically for its role in the coal, mining, and manufacturing industries and now as a commuter hub between Glasgow and Edinburgh.
 E171551 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: Bathgate | Statement: [Blackburn, West Lothian, locatedNear, Bathgate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bathgate
Context triple: [Blackburn, West Lothian, locatedNear, Bathgate]
  • A. Bathgate
    Bathgate is a historic town in central Scotland known for its industrial heritage and role as a commuter hub within West Lothian.
  • B. Gallowgate
    Gallowgate is a historic street and district in Glasgow, Scotland, known for its traditional pubs, music venues, and proximity to the city’s East End cultural landmarks.
  • C. Boroughgate
    Boroughgate is the historic main street of Appleby-in-Westmorland, noted for its traditional architecture and central role in the town’s layout and heritage.
  • D. Moorgate
    Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
  • E. Wallgate
    Wallgate is a street in the center of Wigan, England, known for giving its name to the nearby Wigan Wallgate 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: Bathgate
Triple: [Blackburn, West Lothian, locatedNear, Bathgate]
Generated description
Bathgate is a town in West Lothian, Scotland, known historically for its role in the coal, mining, and manufacturing industries and now as a commuter hub between Glasgow and Edinburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bathgate
Target entity description: Bathgate is a town in West Lothian, Scotland, known historically for its role in the coal, mining, and manufacturing industries and now as a commuter hub between Glasgow and Edinburgh.
  • A. Bathgate chosen
    Bathgate is a historic town in central Scotland known for its industrial heritage and role as a commuter hub within West Lothian.
  • B. Gallowgate
    Gallowgate is a historic street and district in Glasgow, Scotland, known for its traditional pubs, music venues, and proximity to the city’s East End cultural landmarks.
  • C. Boroughgate
    Boroughgate is the historic main street of Appleby-in-Westmorland, noted for its traditional architecture and central role in the town’s layout and heritage.
  • D. Moorgate
    Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
  • E. Wallgate
    Wallgate is a street in the center of Wigan, England, known for giving its name to the nearby Wigan Wallgate 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bf319648190a900b133d58bd02b completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0bb089881909d3ec17a3330ce25 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cbe43d29f8819080f7d729c4f28c75 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc32e2e1c48190b86218bff9af99f5 completed March 31, 2026, 8:47 p.m.
Created at: March 30, 2026, 5:14 p.m.