Triple

T7317954
Position Surface form Disambiguated ID Type / Status
Subject Mernda line E168461 entity
Predicate hasStation P35 FINISHED
Object Croxton
Croxton is a suburban railway station in Melbourne, Australia, serving the inner-northern suburb of Northcote on the metropolitan train network.
 E656854 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: Croxton | Statement: [Mernda line, hasStation, Croxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Croxton
Context triple: [Mernda line, hasStation, Croxton]
  • A. Bexton
    Bexton is a small rural area in Cheshire, England, situated on the outskirts of the town of Knutsford.
  • B. Ruxley
    Ruxley is a locality in the London Borough of Bromley, England, known for its mix of suburban development and nearby nature reserves such as the Ruxley Gravel Pits.
  • C. Carsington
    Carsington is a village in Derbyshire, England, known for its proximity to the popular reservoir and leisure destination Carsington Water.
  • D. Waddington
    Waddington is a small village and civil parish in Lancashire, England, known for its picturesque setting in the Ribble Valley and traditional stone-built architecture.
  • E. Waddington
    Waddington is a village and civil parish in the North Kesteven district of Lincolnshire, England, known for its proximity to the city of Lincoln and RAF Waddington airbase.
  • 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: Croxton
Triple: [Mernda line, hasStation, Croxton]
Generated description
Croxton is a suburban railway station in Melbourne, Australia, serving the inner-northern suburb of Northcote on the metropolitan train network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Croxton
Target entity description: Croxton is a suburban railway station in Melbourne, Australia, serving the inner-northern suburb of Northcote on the metropolitan train network.
  • A. Bexton
    Bexton is a small rural area in Cheshire, England, situated on the outskirts of the town of Knutsford.
  • B. Ruxley
    Ruxley is a locality in the London Borough of Bromley, England, known for its mix of suburban development and nearby nature reserves such as the Ruxley Gravel Pits.
  • C. Carsington
    Carsington is a village in Derbyshire, England, known for its proximity to the popular reservoir and leisure destination Carsington Water.
  • D. Waddington
    Waddington is a small village and civil parish in Lancashire, England, known for its picturesque setting in the Ribble Valley and traditional stone-built architecture.
  • E. Waddington
    Waddington is a village and civil parish in the North Kesteven district of Lincolnshire, England, known for its proximity to the city of Lincoln and RAF Waddington airbase.
  • 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_69c68a5251508190ad68df4151cfeb04 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6ef178b3081908cd0c62466069741 completed March 27, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eef847948190a0f2066008f63efd completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef6cf4208190b6242aaea1e20b8e completed March 28, 2026, 3:10 p.m.
NED2 Entity disambiguation (via description) batch_69c7f01543e8819082bf2dfd49d8fb28 completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:02 p.m.