Triple

T17986200
Position Surface form Disambiguated ID Type / Status
Subject Milngavie railway station E430240 entity
Predicate hasAdjacentStation P231 FINISHED
Object Hillfoot railway station
Hillfoot railway station is a suburban rail stop in East Dunbartonshire, Scotland, serving the Bearsden area on the line between Glasgow and Milngavie.
 E1300123 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: Hillfoot railway station | Statement: [Milngavie railway station, hasAdjacentStation, Hillfoot railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hillfoot railway station
Context triple: [Milngavie railway station, hasAdjacentStation, Hillfoot railway station]
  • A. Old Hill railway station
    Old Hill railway station is a local stop in the West Midlands, England, serving the town of Old Hill on the commuter rail line between Birmingham and Kidderminster.
  • B. Finstock railway station
    Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
  • C. Hooton railway station
    Hooton railway station is a commuter rail station on the Wirral Peninsula in Cheshire, England, serving as a key interchange on Merseyrail’s Wirral Line network.
  • D. Haflong Hill railway station
    Haflong Hill railway station is a hill railway station serving the town of Haflong in Assam, India, and is known for its scenic location in the Dima Hasao district.
  • E. Forest Hill railway station
    Forest Hill railway station is a suburban rail station in the Forest Hill area of south-east London, providing London Overground and National Rail 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: Hillfoot railway station
Triple: [Milngavie railway station, hasAdjacentStation, Hillfoot railway station]
Generated description
Hillfoot railway station is a suburban rail stop in East Dunbartonshire, Scotland, serving the Bearsden area on the line between Glasgow and Milngavie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hillfoot railway station
Target entity description: Hillfoot railway station is a suburban rail stop in East Dunbartonshire, Scotland, serving the Bearsden area on the line between Glasgow and Milngavie.
  • A. Old Hill railway station
    Old Hill railway station is a local stop in the West Midlands, England, serving the town of Old Hill on the commuter rail line between Birmingham and Kidderminster.
  • B. Finstock railway station
    Finstock railway station is a small rural stop on the Cotswold Line in Oxfordshire, England, serving the village of Finstock with limited passenger services.
  • C. Hooton railway station
    Hooton railway station is a commuter rail station on the Wirral Peninsula in Cheshire, England, serving as a key interchange on Merseyrail’s Wirral Line network.
  • D. Haflong Hill railway station
    Haflong Hill railway station is a hill railway station serving the town of Haflong in Assam, India, and is known for its scenic location in the Dima Hasao district.
  • E. Forest Hill railway station
    Forest Hill railway station is a suburban rail station in the Forest Hill area of south-east London, providing London Overground and National Rail 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b29b4e808190af06074168169035 completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337a8f63c81908e927824962aaf25 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca5e4c08190b7de8ab2d4fb8e3b completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033daf5b948190926f2925b8e3cc84 completed May 12, 2026, 2:48 p.m.
Created at: April 10, 2026, 10:23 a.m.