Triple

T23255358
Position Surface form Disambiguated ID Type / Status
Subject Maidstone East Line E581852 entity
Predicate hasStation P35 FINISHED
Object East Malling railway station
East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
E1581414 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: East Malling railway station | Statement: [Maidstone East Line, hasStation, East Malling railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: East Malling railway station
Context triple: [Maidstone East Line, hasStation, East Malling railway station]
  • A. West Malling railway station
    West Malling railway station is a commuter rail station in Kent, England, serving the town of West Malling and nearby developments such as Kings Hill with services on the Maidstone East Line.
  • B. Maidstone East railway station
    Maidstone East railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional and commuter services to London and other destinations.
  • C. Maidstone West railway station
    Maidstone West railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional passenger services.
  • D. Melling railway station
    Melling railway station is a suburban rail stop in Melling, New Zealand, serving as the terminus of the Melling Line in the Wellington commuter rail network.
  • E. Maidstone Barracks railway station
    Maidstone Barracks railway station is a small railway station in Maidstone, Kent, serving local and regional passenger services.
  • 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: East Malling railway station
Triple: [Maidstone East Line, hasStation, East Malling railway station]
Generated description
East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: East Malling railway station
Target entity description: East Malling railway station is a small commuter rail stop in Kent, England, serving the village of East Malling with regular services to Maidstone and other destinations in the South East.
  • A. West Malling railway station
    West Malling railway station is a commuter rail station in Kent, England, serving the town of West Malling and nearby developments such as Kings Hill with services on the Maidstone East Line.
  • B. Maidstone East railway station
    Maidstone East railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional and commuter services to London and other destinations.
  • C. Maidstone West railway station
    Maidstone West railway station is a mainline railway station serving the town of Maidstone in Kent, England, providing regional passenger services.
  • D. Melling railway station
    Melling railway station is a suburban rail stop in Melling, New Zealand, serving as the terminus of the Melling Line in the Wellington commuter rail network.
  • E. Maidstone Barracks railway station
    Maidstone Barracks railway station is a small railway station in Maidstone, Kent, serving local and regional passenger services.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193fadac881908579b5729718ee41 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c82e434819085e5842853ffcf57 completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c4ef9dcc48190b0c0ca52555f5490 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506b25ec819084b9522fa827abe7 completed May 19, 2026, 11:58 a.m.
Created at: April 17, 2026, 4:11 p.m.