Triple

T12790827
Position Surface form Disambiguated ID Type / Status
Subject Stevenage railway station E305752 entity
Predicate connectsTo P845 FINISHED
Object Stevenage bus station
Stevenage bus station is the main public transport hub in Stevenage, England, providing local and regional bus services and interchange with the nearby railway station.
 E1002802 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: Stevenage bus station | Statement: [Stevenage railway station, connectsTo, Stevenage bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stevenage bus station
Context triple: [Stevenage railway station, connectsTo, Stevenage bus station]
  • A. 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.
  • B. Shudehill bus station
    Shudehill bus station is a major transport hub in Manchester, England, providing local and regional bus services and connecting with the city’s Metrolink tram network.
  • C. Newbury Park bus station
    Newbury Park bus station is a public transport facility in Newbury Park, London, serving as a local hub for bus services connecting the area with surrounding districts.
  • D. Vauxhall bus station
    Vauxhall bus station is a major London transport hub featuring distinctive modern architecture and providing extensive bus connections alongside the nearby rail and Underground services.
  • E. Euston bus station
    Euston bus station is a major London bus interchange serving the Euston area and providing connections to the nearby mainline and Underground stations.
  • 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: Stevenage bus station
Triple: [Stevenage railway station, connectsTo, Stevenage bus station]
Generated description
Stevenage bus station is the main public transport hub in Stevenage, England, providing local and regional bus services and interchange with the nearby railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stevenage bus station
Target entity description: Stevenage bus station is the main public transport hub in Stevenage, England, providing local and regional bus services and interchange with the nearby railway station.
  • A. 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.
  • B. Shudehill bus station
    Shudehill bus station is a major transport hub in Manchester, England, providing local and regional bus services and connecting with the city’s Metrolink tram network.
  • C. Newbury Park bus station
    Newbury Park bus station is a public transport facility in Newbury Park, London, serving as a local hub for bus services connecting the area with surrounding districts.
  • D. Vauxhall bus station
    Vauxhall bus station is a major London transport hub featuring distinctive modern architecture and providing extensive bus connections alongside the nearby rail and Underground services.
  • E. Euston bus station
    Euston bus station is a major London bus interchange serving the Euston area and providing connections to the nearby mainline and Underground stations.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6b55248190ab938e69eb263612 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68508e4488190bb57a1ade93987ab completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f687ae18c08190a94dca38bb69d10f completed May 2, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f68884ed348190a1b2c89b1d655fa9 completed May 2, 2026, 11:28 p.m.
Created at: April 9, 2026, 5:30 p.m.