Triple

T5581178
Position Surface form Disambiguated ID Type / Status
Subject Edinburgh–Dunblane Line E146642 entity
Predicate hasStation P35 FINISHED
Object Larbert railway station
Larbert railway station is a railway stop in Larbert, Scotland, serving as a local and regional commuter hub with services connecting to major cities such as Edinburgh, Glasgow, and Stirling.
 E548874 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: Larbert railway station | Statement: [Edinburgh–Dunblane Line, hasStation, Larbert railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Larbert railway station
Context triple: [Edinburgh–Dunblane Line, hasStation, Larbert railway station]
  • A. Lanark railway station
    Lanark railway station is a railway terminus in South Lanarkshire, Scotland, serving the town of Lanark with regular suburban and regional services into the Glasgow area.
  • B. Linlithgow railway station
    Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
  • C. Largs railway station
    Largs railway station is a coastal railway terminus in North Ayrshire, Scotland, serving the town of Largs with passenger services on the Scottish rail network.
  • D. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • E. Larkhall railway station
    Larkhall railway station is a suburban rail station in South Lanarkshire, Scotland, serving the town of Larkhall as the southern endpoint of Glasgow’s Argyle Line commuter services.
  • 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: Larbert railway station
Triple: [Edinburgh–Dunblane Line, hasStation, Larbert railway station]
Generated description
Larbert railway station is a railway stop in Larbert, Scotland, serving as a local and regional commuter hub with services connecting to major cities such as Edinburgh, Glasgow, and Stirling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Larbert railway station
Target entity description: Larbert railway station is a railway stop in Larbert, Scotland, serving as a local and regional commuter hub with services connecting to major cities such as Edinburgh, Glasgow, and Stirling.
  • A. Lanark railway station
    Lanark railway station is a railway terminus in South Lanarkshire, Scotland, serving the town of Lanark with regular suburban and regional services into the Glasgow area.
  • B. Linlithgow railway station
    Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
  • C. Largs railway station
    Largs railway station is a coastal railway terminus in North Ayrshire, Scotland, serving the town of Largs with passenger services on the Scottish rail network.
  • D. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • E. Larkhall railway station
    Larkhall railway station is a suburban rail station in South Lanarkshire, Scotland, serving the town of Larkhall as the southern endpoint of Glasgow’s Argyle Line commuter services.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0208147a48190b2cdb42b9c9814a3 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097c480cc8190a42001a4c0b065a2 completed March 23, 2026, 1:30 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:37 p.m.