Triple

T20283276
Position Surface form Disambiguated ID Type / Status
Subject High Speed 2 E503204 entity
Predicate stationPlanned P139536 FINISHED
Object Birmingham Interchange
Birmingham Interchange is a planned High Speed 2 railway station near Birmingham intended to serve as a major regional hub connecting high-speed rail with local and national transport networks.
E1421878 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: Birmingham Interchange | Statement: [High Speed 2, stationPlanned, Birmingham Interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Birmingham Interchange
Context triple: [High Speed 2, stationPlanned, Birmingham Interchange]
  • A. Sheffield Interchange
    Sheffield Interchange is the main bus and coach station serving central Sheffield, providing local and regional connections alongside the city’s rail services.
  • B. Rochdale Interchange
    Rochdale Interchange is a major public transport hub in Rochdale, Greater Manchester, combining bus and tram services and providing key connections to the town centre and wider region.
  • C. Altrincham Interchange
    Altrincham Interchange is a major transport hub in Altrincham, Greater Manchester, serving as a combined tram, train, and bus station.
  • D. Barnsley Interchange
    Barnsley Interchange is a combined bus and railway transport hub serving the town of Barnsley in South Yorkshire, England.
  • E. Bradford Interchange
    Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
  • 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: Birmingham Interchange
Triple: [High Speed 2, stationPlanned, Birmingham Interchange]
Generated description
Birmingham Interchange is a planned High Speed 2 railway station near Birmingham intended to serve as a major regional hub connecting high-speed rail with local and national transport networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Birmingham Interchange
Target entity description: Birmingham Interchange is a planned High Speed 2 railway station near Birmingham intended to serve as a major regional hub connecting high-speed rail with local and national transport networks.
  • A. Sheffield Interchange
    Sheffield Interchange is the main bus and coach station serving central Sheffield, providing local and regional connections alongside the city’s rail services.
  • B. Rochdale Interchange
    Rochdale Interchange is a major public transport hub in Rochdale, Greater Manchester, combining bus and tram services and providing key connections to the town centre and wider region.
  • C. Altrincham Interchange
    Altrincham Interchange is a major transport hub in Altrincham, Greater Manchester, serving as a combined tram, train, and bus station.
  • D. Barnsley Interchange
    Barnsley Interchange is a combined bus and railway transport hub serving the town of Barnsley in South Yorkshire, England.
  • E. Bradford Interchange
    Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6769049b48190bc449557b79b9e81 completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a27ba5081908af4f2cdc3a2040f completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085ab05b708190b69aaeb43aca664e completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085b505a0481909e3f54868b732fc8 completed May 16, 2026, 11:56 a.m.
Created at: April 16, 2026, 10:40 a.m.