Triple

T23220261
Position Surface form Disambiguated ID Type / Status
Subject Ardrossan Harbour E580866 entity
Predicate hasNearbyStation P5648 FINISHED
Object Ardrossan Town railway station
Ardrossan Town railway station is a local rail stop in Ardrossan, North Ayrshire, Scotland, serving the town centre and nearby ferry connections.
 E1581066 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: Ardrossan Town railway station | Statement: [Ardrossan Harbour, hasNearbyStation, Ardrossan Town railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ardrossan Town railway station
Context triple: [Ardrossan Harbour, hasNearbyStation, Ardrossan Town railway station]
  • A. Ardrossan Harbour railway station
    Ardrossan Harbour railway station is a railway station in North Ayrshire, Scotland, serving the town of Ardrossan and providing rail access to the nearby ferry services to the Isle of Arran.
  • B. Ardrossan South Beach railway station
    Ardrossan South Beach railway station is a coastal rail stop in Ardrossan, North Ayrshire, Scotland, serving as a key access point to the town and nearby ferry connections.
  • 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. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • E. Cardonald railway station
    Cardonald railway station is a suburban rail stop in Glasgow, Scotland, serving the Cardonald area on the Inverclyde Line with regular commuter services to and from 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: Ardrossan Town railway station
Triple: [Ardrossan Harbour, hasNearbyStation, Ardrossan Town railway station]
Generated description
Ardrossan Town railway station is a local rail stop in Ardrossan, North Ayrshire, Scotland, serving the town centre and nearby ferry connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ardrossan Town railway station
Target entity description: Ardrossan Town railway station is a local rail stop in Ardrossan, North Ayrshire, Scotland, serving the town centre and nearby ferry connections.
  • A. Ardrossan Harbour railway station
    Ardrossan Harbour railway station is a railway station in North Ayrshire, Scotland, serving the town of Ardrossan and providing rail access to the nearby ferry services to the Isle of Arran.
  • B. Ardrossan South Beach railway station
    Ardrossan South Beach railway station is a coastal rail stop in Ardrossan, North Ayrshire, Scotland, serving as a key access point to the town and nearby ferry connections.
  • 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. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • E. Cardonald railway station
    Cardonald railway station is a suburban rail stop in Glasgow, Scotland, serving the Cardonald area on the Inverclyde Line with regular commuter services to and from 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916870148190853874e6cf26bbc7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c79c6788190bd66f55a9e0560ca completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c50930c348190b81f1a4cbf432d93 completed May 19, 2026, 11:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0c511e9be4819083eb3ec76fea8d51 completed May 19, 2026, 12:01 p.m.
Created at: April 17, 2026, 4:08 p.m.