Triple

T6857659
Position Surface form Disambiguated ID Type / Status
Subject Shawfair railway station E158188 entity
Predicate servesDevelopment P62885 FINISHED
Object Shawfair new town
Shawfair new town is a planned urban development in Midlothian, Scotland, designed as a major new residential and commercial community on the outskirts of Edinburgh.
 E624266 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: Shawfair new town | Statement: [Shawfair railway station, servesDevelopment, Shawfair new town]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shawfair new town
Context triple: [Shawfair railway station, servesDevelopment, Shawfair new town]
  • A. Sighthill
    Sighthill is a district in Edinburgh, Scotland, known for its residential areas, educational institutions, and urban regeneration projects.
  • B. Teviotdale
    Teviotdale is a historic valley and district in the Scottish Borders, centered around the River Teviot and known for its rural landscapes and Border heritage.
  • C. Grantshouse
    Grantshouse is a small rural village in the Scottish Borders region of southeastern Scotland.
  • D. Motherwell and Wishaw
    Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
  • E. Larkhall
    Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
  • 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: Shawfair new town
Triple: [Shawfair railway station, servesDevelopment, Shawfair new town]
Generated description
Shawfair new town is a planned urban development in Midlothian, Scotland, designed as a major new residential and commercial community on the outskirts of Edinburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shawfair new town
Target entity description: Shawfair new town is a planned urban development in Midlothian, Scotland, designed as a major new residential and commercial community on the outskirts of Edinburgh.
  • A. Sighthill
    Sighthill is a district in Edinburgh, Scotland, known for its residential areas, educational institutions, and urban regeneration projects.
  • B. Teviotdale
    Teviotdale is a historic valley and district in the Scottish Borders, centered around the River Teviot and known for its rural landscapes and Border heritage.
  • C. Grantshouse
    Grantshouse is a small rural village in the Scottish Borders region of southeastern Scotland.
  • D. Motherwell and Wishaw
    Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
  • E. Larkhall
    Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d870a8088190b42fde7626735cb1 completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fe28dc88190a9c7794b78374ecf completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c736684f848190a5fb1b82e152b8a5 completed March 28, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69c736d828f88190a388d559c673861a completed March 28, 2026, 2:03 a.m.
Created at: March 27, 2026, 2:21 p.m.