Triple

T18734846
Position Surface form Disambiguated ID Type / Status
Subject Dingwall E458133 entity
Predicate hasRailwayStation P918 FINISHED
Object Dingwall railway station
Dingwall railway station is a railway stop in the town of Dingwall in the Scottish Highlands, serving as a junction on the Far North and Kyle of Lochalsh lines.
 E1339586 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: Dingwall railway station | Statement: [Dingwall, hasRailwayStation, Dingwall railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dingwall railway station
Context triple: [Dingwall, hasRailwayStation, Dingwall railway station]
  • A. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • 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. Dinmore railway station
    Dinmore railway station is a suburban passenger rail stop in Queensland, Australia, serving the Ipswich line west of Brisbane.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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: Dingwall railway station
Triple: [Dingwall, hasRailwayStation, Dingwall railway station]
Generated description
Dingwall railway station is a railway stop in the town of Dingwall in the Scottish Highlands, serving as a junction on the Far North and Kyle of Lochalsh lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dingwall railway station
Target entity description: Dingwall railway station is a railway stop in the town of Dingwall in the Scottish Highlands, serving as a junction on the Far North and Kyle of Lochalsh lines.
  • A. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • 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. Dinmore railway station
    Dinmore railway station is a suburban passenger rail stop in Queensland, Australia, serving the Ipswich line west of Brisbane.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56d7ae10081908bc6857d1d147eef completed April 20, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05325fae0c8190a7f1a726ad86e3b6 completed May 14, 2026, 2:24 a.m.
NEDg Description generation batch_6a0532ce7c388190a8d6b2d83ec52354 completed May 14, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_6a053363f09c8190a7927345f1d027b3 completed May 14, 2026, 2:28 a.m.
Created at: April 10, 2026, 11:51 a.m.