Triple

T8517661
Position Surface form Disambiguated ID Type / Status
Subject Aylesford E201614 entity
Predicate hasTransport P1298 FINISHED
Object Aylesford railway station
Aylesford railway station is a local train stop in Aylesford, Kent, England, providing rail services on the Medway Valley Line.
 E739544 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: Aylesford railway station | Statement: [Aylesford, hasTransport, Aylesford railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aylesford railway station
Context triple: [Aylesford, hasTransport, Aylesford railway station]
  • A. Faversham railway station
    Faversham railway station is a key railway hub in Kent, England, serving as an important stop on routes between London and the Kent coast.
  • B. Otford railway station
    Otford railway station is a suburban train station serving the village of Otford in Kent, England, on the Southeastern rail network.
  • C. Aldershot railway station
    Aldershot railway station is the main rail transport hub serving the town of Aldershot in Hampshire, England, providing regional and commuter services.
  • D. Alresford railway station
    Alresford railway station is a preserved heritage railway station in Hampshire, England, serving as one terminus of the Mid Hants Railway (Watercress Line).
  • E. Cosford railway station
    Cosford railway station is a small railway stop in Shropshire, England, primarily serving the nearby Royal Air Force Cosford base and its museum.
  • 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: Aylesford railway station
Triple: [Aylesford, hasTransport, Aylesford railway station]
Generated description
Aylesford railway station is a local train stop in Aylesford, Kent, England, providing rail services on the Medway Valley Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aylesford railway station
Target entity description: Aylesford railway station is a local train stop in Aylesford, Kent, England, providing rail services on the Medway Valley Line.
  • A. Faversham railway station
    Faversham railway station is a key railway hub in Kent, England, serving as an important stop on routes between London and the Kent coast.
  • B. Otford railway station
    Otford railway station is a suburban train station serving the village of Otford in Kent, England, on the Southeastern rail network.
  • C. Aldershot railway station
    Aldershot railway station is the main rail transport hub serving the town of Aldershot in Hampshire, England, providing regional and commuter services.
  • D. Alresford railway station
    Alresford railway station is a preserved heritage railway station in Hampshire, England, serving as one terminus of the Mid Hants Railway (Watercress Line).
  • E. Cosford railway station
    Cosford railway station is a small railway stop in Shropshire, England, primarily serving the nearby Royal Air Force Cosford base and its museum.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe626787c819087e72dd76b2d9310 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e6c93d081909da2a748b0fa6fd3 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffc30e08190b71e941d63d56015 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54dc664081908ff63ec7f92834d7 completed April 2, 2026, 11:37 a.m.
Created at: March 30, 2026, 6:15 p.m.