Triple

T15845510
Position Surface form Disambiguated ID Type / Status
Subject North Cork E384201 entity
Predicate hasRailStation P726 FINISHED
Object Millstreet railway station
Millstreet railway station is a rural train stop in County Cork, Ireland, serving the town of Millstreet on the Mallow–Tralee railway line.
 E1179870 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: Millstreet railway station | Statement: [North Cork, hasRailStation, Millstreet railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millstreet railway station
Context triple: [North Cork, hasRailStation, Millstreet railway station]
  • A. 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.
  • B. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • C. Motherwell railway station
    Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
  • D. Bellshill railway station
    Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
  • E. Partickhill railway station
    Partickhill railway station was a former suburban rail station in Glasgow, Scotland, that served the Partick area before being superseded by the modern Partick transport interchange.
  • 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: Millstreet railway station
Triple: [North Cork, hasRailStation, Millstreet railway station]
Generated description
Millstreet railway station is a rural train stop in County Cork, Ireland, serving the town of Millstreet on the Mallow–Tralee railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millstreet railway station
Target entity description: Millstreet railway station is a rural train stop in County Cork, Ireland, serving the town of Millstreet on the Mallow–Tralee railway line.
  • A. 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.
  • B. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • C. Motherwell railway station
    Motherwell railway station is a major rail hub in North Lanarkshire, Scotland, providing regional and long-distance services on key routes including the West Coast Main Line.
  • D. Bellshill railway station
    Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
  • E. Partickhill railway station
    Partickhill railway station was a former suburban rail station in Glasgow, Scotland, that served the Partick area before being superseded by the modern Partick transport interchange.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e14ca636048190bc89cd8b4efa89e9 completed April 16, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa143dcb48190951648edeae6542d completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa419c6dc81908c9678f8434530f8 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4cff5088190a7f11fd62941f4fb completed May 9, 2026, 9:19 p.m.
Created at: April 10, 2026, 4:50 a.m.