Triple

T7333062
Position Surface form Disambiguated ID Type / Status
Subject Brampton, Cumberland, England E169052 entity
Predicate transport P230 FINISHED
Object Brampton railway station
Brampton railway station is a small rural train station in Cumbria, England, serving the town of Brampton on the Tyne Valley Line between Carlisle and Newcastle.
 E657472 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: Brampton railway station | Statement: [Brampton, Cumberland, England, transport, Brampton railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brampton railway station
Context triple: [Brampton, Cumberland, England, transport, Brampton railway station]
  • A. Brampton GO Station
    Brampton GO Station is a commuter rail and bus transit hub in Brampton, Ontario, serving GO Transit and regional passengers on the Kitchener line.
  • B. Barrie South GO Station
    Barrie South GO Station is a commuter rail station in Barrie, Ontario, serving as a key transit hub connecting the city to the Greater Toronto Area.
  • C. Brantford railway station
    Brantford railway station is a historic passenger rail station in Brantford, Ontario, Canada, serving as a stop on VIA Rail’s Quebec City–Windsor Corridor.
  • D. Osgoode station
    Osgoode station is a downtown Toronto subway station on Line 1 Yonge–University, serving the area around Toronto City Hall, the Four Seasons Centre, and the city’s legal and entertainment districts.
  • E. Dufferin station
    Dufferin station is a subway station on Toronto's Bloor–Danforth line serving the city's west-end Dufferin Street area.
  • 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: Brampton railway station
Triple: [Brampton, Cumberland, England, transport, Brampton railway station]
Generated description
Brampton railway station is a small rural train station in Cumbria, England, serving the town of Brampton on the Tyne Valley Line between Carlisle and Newcastle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brampton railway station
Target entity description: Brampton railway station is a small rural train station in Cumbria, England, serving the town of Brampton on the Tyne Valley Line between Carlisle and Newcastle.
  • A. Brampton GO Station
    Brampton GO Station is a commuter rail and bus transit hub in Brampton, Ontario, serving GO Transit and regional passengers on the Kitchener line.
  • B. Barrie South GO Station
    Barrie South GO Station is a commuter rail station in Barrie, Ontario, serving as a key transit hub connecting the city to the Greater Toronto Area.
  • C. Brantford railway station
    Brantford railway station is a historic passenger rail station in Brantford, Ontario, Canada, serving as a stop on VIA Rail’s Quebec City–Windsor Corridor.
  • D. Osgoode station
    Osgoode station is a downtown Toronto subway station on Line 1 Yonge–University, serving the area around Toronto City Hall, the Four Seasons Centre, and the city’s legal and entertainment districts.
  • E. Dufferin station
    Dufferin station is a subway station on Toronto's Bloor–Danforth line serving the city's west-end Dufferin Street area.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0c0f87081908d12ac14d4591e23 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef1ac84c819095f03cf731f11c01 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7f2bb85fc81908aaaffe90a373f67 completed March 28, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7f32fa80c8190b0bebf5f43e426c3 completed March 28, 2026, 3:26 p.m.
Created at: March 27, 2026, 3:04 p.m.