Triple

T7434465
Position Surface form Disambiguated ID Type / Status
Subject Armadale railway station E171574 entity
Predicate precedingStationOnNorthClydeLineTowardsEdinburgh P66132 FINISHED
Object Bathgate railway station E143105 NE FINISHED

How this triple was built (3 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: Bathgate railway station | Statement: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bathgate railway station
Context triple: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
  • A. Bathgate railway station chosen
    Bathgate railway station is a key stop on the Edinburgh commuter rail network, serving the town of Bathgate in West Lothian, Scotland with regular regional and commuter services.
  • B. Bath Spa railway station
    Bath Spa railway station is the main railway station serving the historic city of Bath in Somerset, England, providing regional and long-distance rail connections.
  • C. Padgate railway station
    Padgate railway station is a small suburban rail stop serving the Padgate area of Warrington, England, on the line between Warrington and Manchester.
  • D. Stonegate railway station
    Stonegate railway station is a small rural stop in East Sussex, England, served by trains on the Tonbridge–Hastings line.
  • E. Attenborough railway station
    Attenborough railway station is a small suburban train station serving the village of Attenborough in Nottinghamshire, England, on the line between Nottingham and Derby.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: precedingStationOnNorthClydeLineTowardsEdinburgh
Context triple: [Armadale railway station, precedingStationOnNorthClydeLineTowardsEdinburgh, Bathgate railway station]
  • A. previousStationOnLine1Northbound
    Indicates that one station is immediately before another station when traveling northbound on line 1.
  • B. adjacentStationOnNorthernLine
    Indicates that one station is directly next to another station along the Northern Line, with no other stations in between.
  • C. precedingStationOnBlueLine
    Indicates that one station is immediately before another station along the Blue Line route.
  • D. precedingStation chosen
    Indicates that one station is located immediately before another station in a route or sequence.
  • E. nextStationEast
    Indicates that one station is the immediate next station to the east of another station along a route or line.
  • F. None of above.

Provenance (4 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f327480481909c4691fd3333e2ae completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827829a848190afca7b5f79c51c7c completed March 28, 2026, 7:09 p.m.
PD Predicate disambiguation batch_69c6f038582c8190bac77c9b5a34b862 completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:13 p.m.