Triple

T4126293
Position Surface form Disambiguated ID Type / Status
Subject Hamilton Central railway station E92731 entity
Predicate near P350 FINISHED
Object Hamilton bus station
Hamilton bus station is a public transport hub in Hamilton, Scotland, providing local and regional bus services and interchange with nearby rail connections.
 E414967 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: Hamilton bus station | Statement: [Hamilton Central railway station, near, Hamilton bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton bus station
Context triple: [Hamilton Central railway station, near, Hamilton bus station]
  • A. Hamilton railway station
    Hamilton railway station is a suburban train station in Newcastle, New South Wales, serving as a key stop on the Central Coast & Newcastle Line.
  • B. Hamilton Central railway station
    Hamilton Central railway station is the main passenger rail hub serving the town of Hamilton in South Lanarkshire, Scotland.
  • C. Queen Square bus station
    Queen Square bus station is a major bus terminal in Liverpool city centre, serving as a key hub for local and regional bus services.
  • D. Middleton bus station
    Middleton bus station is a public transport hub in Middleton, Greater Manchester, serving as the main interchange point for local and regional bus services.
  • E. Bluewater bus station
    Bluewater bus station is a major public transport hub serving the Bluewater Shopping Centre in Kent, England, providing extensive local and regional bus connections.
  • 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: Hamilton bus station
Triple: [Hamilton Central railway station, near, Hamilton bus station]
Generated description
Hamilton bus station is a public transport hub in Hamilton, Scotland, providing local and regional bus services and interchange with nearby rail connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton bus station
Target entity description: Hamilton bus station is a public transport hub in Hamilton, Scotland, providing local and regional bus services and interchange with nearby rail connections.
  • A. Hamilton railway station
    Hamilton railway station is a suburban train station in Newcastle, New South Wales, serving as a key stop on the Central Coast & Newcastle Line.
  • B. Hamilton Central railway station
    Hamilton Central railway station is the main passenger rail hub serving the town of Hamilton in South Lanarkshire, Scotland.
  • C. Queen Square bus station
    Queen Square bus station is a major bus terminal in Liverpool city centre, serving as a key hub for local and regional bus services.
  • D. Middleton bus station
    Middleton bus station is a public transport hub in Middleton, Greater Manchester, serving as the main interchange point for local and regional bus services.
  • E. Bluewater bus station
    Bluewater bus station is a major public transport hub serving the Bluewater Shopping Centre in Kent, England, providing extensive local and regional bus connections.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af0219f0e48190b0a925f09d858d65 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576b96e588190bdf346a66a95138a completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577d391ac8190b6062b1f64e2e7e8 completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5787ed214819092fc425152069df9 completed March 14, 2026, 3:02 p.m.
Created at: March 9, 2026, 3:41 p.m.