Triple

T7080978
Position Surface form Disambiguated ID Type / Status
Subject Blantyre E164951 entity
Predicate hasTransport P1298 FINISHED
Object Blantyre railway station
Blantyre railway station is a passenger rail station in Blantyre, South Lanarkshire, Scotland, providing local and regional train services.
 E641208 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: Blantyre railway station | Statement: [Blantyre, hasTransport, Blantyre railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blantyre railway station
Context triple: [Blantyre, hasTransport, Blantyre railway station]
  • A. Balloch railway station
    Balloch railway station is a terminus rail station in West Dunbartonshire, Scotland, serving the town of Balloch at the southern end of Loch Lomond.
  • B. Cupar railway station
    Cupar railway station is a railway stop in Fife, Scotland, serving the town of Cupar on the Edinburgh to Aberdeen line.
  • C. Banavie railway station
    Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Rosyth railway station
    Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
  • 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: Blantyre railway station
Triple: [Blantyre, hasTransport, Blantyre railway station]
Generated description
Blantyre railway station is a passenger rail station in Blantyre, South Lanarkshire, Scotland, providing local and regional train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blantyre railway station
Target entity description: Blantyre railway station is a passenger rail station in Blantyre, South Lanarkshire, Scotland, providing local and regional train services.
  • A. Balloch railway station
    Balloch railway station is a terminus rail station in West Dunbartonshire, Scotland, serving the town of Balloch at the southern end of Loch Lomond.
  • B. Cupar railway station
    Cupar railway station is a railway stop in Fife, Scotland, serving the town of Cupar on the Edinburgh to Aberdeen line.
  • C. Banavie railway station
    Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Rosyth railway station
    Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.