Triple

T7434466
Position Surface form Disambiguated ID Type / Status
Subject Armadale railway station E171574 entity
Predicate followingStationOnNorthClydeLineTowardsGlasgow P76379 FINISHED
Object Blackridge railway station
Blackridge railway station is a railway stop in West Lothian, Scotland, serving the village of Blackridge on the North Clyde Line between Edinburgh and Glasgow.
E663569 NE FINISHED

How this triple was built (5 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: Blackridge railway station | Statement: [Armadale railway station, followingStationOnNorthClydeLineTowardsGlasgow, Blackridge railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackridge railway station
Context triple: [Armadale railway station, followingStationOnNorthClydeLineTowardsGlasgow, Blackridge railway station]
  • A. Middlewood railway station
    Middlewood railway station is a small rural stop in Cheshire, England, serving the village of Middlewood on the rail route between Manchester and Buxton.
  • B. Stonegate railway station
    Stonegate railway station is a small rural stop in East Sussex, England, served by trains on the Tonbridge–Hastings line.
  • C. Broadmeadow railway station
    Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
  • D. Hay Railway Station
    Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
  • E. Hackbridge railway station
    Hackbridge railway station is a suburban rail station in the London Borough of Sutton, England, served by trains on the Sutton Loop Line into central London.
  • 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: Blackridge railway station
Triple: [Armadale railway station, followingStationOnNorthClydeLineTowardsGlasgow, Blackridge railway station]
Generated description
Blackridge railway station is a railway stop in West Lothian, Scotland, serving the village of Blackridge on the North Clyde Line between Edinburgh and Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackridge railway station
Target entity description: Blackridge railway station is a railway stop in West Lothian, Scotland, serving the village of Blackridge on the North Clyde Line between Edinburgh and Glasgow.
  • A. Middlewood railway station
    Middlewood railway station is a small rural stop in Cheshire, England, serving the village of Middlewood on the rail route between Manchester and Buxton.
  • B. Stonegate railway station
    Stonegate railway station is a small rural stop in East Sussex, England, served by trains on the Tonbridge–Hastings line.
  • C. Broadmeadow railway station
    Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
  • D. Hay Railway Station
    Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
  • E. Hackbridge railway station
    Hackbridge railway station is a suburban rail station in the London Borough of Sutton, England, served by trains on the Sutton Loop Line into central London.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: followingStationOnNorthClydeLineTowardsGlasgow
Context triple: [Armadale railway station, followingStationOnNorthClydeLineTowardsGlasgow, Blackridge 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. followingStationOnBlueLine
    Indicates that one station is the next consecutive stop after another station on the Blue Line route.
  • D. nextStationEast
    Indicates that one station is the immediate next station to the east of another station along a route or line.
  • E. nextStationOnLine1Southbound
    Indicates that one station is the immediate next stop when traveling southbound on transit line 1.
  • F. None of above. chosen

Provenance (7 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_69c81f1d8af48190af856b5e2438781d completed March 28, 2026, 6:34 p.m.
NEDg Description generation batch_69c82076aa1481909898fd89a87d5214 completed March 28, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69c821f557e08190b39d15c7c7639408 completed March 28, 2026, 6:46 p.m.
PD Predicate disambiguation batch_69c6f038582c8190bac77c9b5a34b862 completed March 27, 2026, 9:01 p.m.
PDg Predicate description generation batch_69c6f0be2b1c8190bea06100a7caef2b completed March 27, 2026, 9:03 p.m.
Created at: March 27, 2026, 3:13 p.m.