Triple

T10273381
Position Surface form Disambiguated ID Type / Status
Subject Greater Manchester public transport network E240895 entity
Predicate majorBusInterchange P2423 FINISHED
Object Bolton Interchange
Bolton Interchange is a key transport hub in Bolton, England, combining bus and rail services to connect the town with destinations across Greater Manchester and beyond.
E854577 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: Bolton Interchange | Statement: [Greater Manchester public transport network, majorBusInterchange, Bolton Interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolton Interchange
Context triple: [Greater Manchester public transport network, majorBusInterchange, Bolton Interchange]
  • A. Bury Interchange
    Bury Interchange is a major public transport hub in Bury, Greater Manchester, combining bus and Metrolink tram services for the town and surrounding area.
  • B. Meadowhall Interchange
    Meadowhall Interchange is a major public transport hub in Sheffield, England, linking rail, tram, and bus services for access to the Meadowhall Shopping Centre and the wider region.
  • C. Shudehill Interchange
    Shudehill Interchange is a major public transport hub in Manchester, England, integrating bus and tram services near the city centre.
  • D. Bradford Interchange
    Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
  • E. Eccles Interchange
    Eccles Interchange is a public transport hub in Eccles, Greater Manchester, providing integrated bus, rail, and tram services for the surrounding area.
  • 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: Bolton Interchange
Triple: [Greater Manchester public transport network, majorBusInterchange, Bolton Interchange]
Generated description
Bolton Interchange is a key transport hub in Bolton, England, combining bus and rail services to connect the town with destinations across Greater Manchester and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolton Interchange
Target entity description: Bolton Interchange is a key transport hub in Bolton, England, combining bus and rail services to connect the town with destinations across Greater Manchester and beyond.
  • A. Bury Interchange
    Bury Interchange is a major public transport hub in Bury, Greater Manchester, combining bus and Metrolink tram services for the town and surrounding area.
  • B. Meadowhall Interchange
    Meadowhall Interchange is a major public transport hub in Sheffield, England, linking rail, tram, and bus services for access to the Meadowhall Shopping Centre and the wider region.
  • C. Shudehill Interchange
    Shudehill Interchange is a major public transport hub in Manchester, England, integrating bus and tram services near the city centre.
  • D. Bradford Interchange
    Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
  • E. Eccles Interchange
    Eccles Interchange is a public transport hub in Eccles, Greater Manchester, providing integrated bus, rail, and tram services for the surrounding area.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4dfbfa26c8190b536655d33112ddf completed April 7, 2026, 10:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71ceeeec88190a36a5e67dc44cfe1 completed April 9, 2026, 3:28 a.m.
NEDg Description generation batch_69d71f76e3cc8190b21a5fe8825caa2b completed April 9, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69d7319938ec8190a4a1a5f09832e3e3 completed April 9, 2026, 4:56 a.m.
Created at: April 6, 2026, 11:36 a.m.