Triple

T13972795
Position Surface form Disambiguated ID Type / Status
Subject The Centre:MK E336105 entity
Predicate hasPublicTransitConnection P3791 FINISHED
Object Milton Keynes central bus station
Milton Keynes central bus station is the main bus interchange in Milton Keynes, England, serving local and regional routes and providing access to the town’s central shopping and business districts.
 E1074677 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: Milton Keynes central bus station | Statement: [The Centre:MK, hasPublicTransitConnection, Milton Keynes central bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton Keynes central bus station
Context triple: [The Centre:MK, hasPublicTransitConnection, Milton Keynes central bus station]
  • A. Milton Keynes Central railway station
    Milton Keynes Central railway station is a major intercity and commuter rail hub in Milton Keynes, England, providing frequent services on key routes between London, the Midlands, and the North West.
  • B. Morden bus station
    Morden bus station is a public bus interchange in Morden, London, providing local and regional bus services and connections to the nearby London Underground.
  • C. Telford bus station
    Telford bus station is the main public bus interchange serving the town of Telford in Shropshire, England, providing local and regional bus connections.
  • D. Newmarket Bus Terminal
    Newmarket Bus Terminal is a major transit hub in Newmarket, Ontario, serving as a key interchange point for regional and local bus services.
  • E. Aldershot bus station
    Aldershot bus station is the main public transport hub in Aldershot, Hampshire, serving local and regional bus services for the town and surrounding areas.
  • 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: Milton Keynes central bus station
Triple: [The Centre:MK, hasPublicTransitConnection, Milton Keynes central bus station]
Generated description
Milton Keynes central bus station is the main bus interchange in Milton Keynes, England, serving local and regional routes and providing access to the town’s central shopping and business districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton Keynes central bus station
Target entity description: Milton Keynes central bus station is the main bus interchange in Milton Keynes, England, serving local and regional routes and providing access to the town’s central shopping and business districts.
  • A. Milton Keynes Central railway station
    Milton Keynes Central railway station is a major intercity and commuter rail hub in Milton Keynes, England, providing frequent services on key routes between London, the Midlands, and the North West.
  • B. Morden bus station
    Morden bus station is a public bus interchange in Morden, London, providing local and regional bus services and connections to the nearby London Underground.
  • C. Telford bus station
    Telford bus station is the main public bus interchange serving the town of Telford in Shropshire, England, providing local and regional bus connections.
  • D. Newmarket Bus Terminal
    Newmarket Bus Terminal is a major transit hub in Newmarket, Ontario, serving as a key interchange point for regional and local bus services.
  • E. Aldershot bus station
    Aldershot bus station is the main public transport hub in Aldershot, Hampshire, serving local and regional bus services for the town and surrounding areas.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8eae40819080dd4bd25c73b6d6 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac90250881908f1945793d261752 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae3d04f081908c8d28148b4f1de0 completed May 6, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf41636c8190bf44bd238bd9d9a4 completed May 6, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:18 p.m.