Triple

T7434467
Position Surface form Disambiguated ID Type / Status
Subject Armadale railway station E171574 entity
Predicate hasPassengerUsageStatisticsSource P61125 FINISHED
Object Office of Rail and Road E23433 NE FINISHED

How this triple was built (3 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: Office of Rail and Road | Statement: [Armadale railway station, hasPassengerUsageStatisticsSource, Office of Rail and Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Rail and Road
Context triple: [Armadale railway station, hasPassengerUsageStatisticsSource, Office of Rail and Road]
  • A. Office of Rail and Road chosen
    The Office of Rail and Road is the independent regulator and competition authority for Britain’s railway network and the economic regulator for England’s strategic road network.
  • B. Department for Transport Rail Group
    The Department for Transport Rail Group is the division of the UK Department for Transport responsible for overseeing and managing the country’s rail system and its train operating companies.
  • C. Office of the National Rail Safety Regulator
    The Office of the National Rail Safety Regulator is an Australian government body responsible for overseeing and enforcing rail safety standards across the country’s rail networks.
  • D. Rail Safety and Standards Board
    The Rail Safety and Standards Board is a UK-based independent body that develops and maintains safety, operational, and technical standards for the railway industry.
  • E. Department for Transport
    The Department for Transport is the UK government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and sea.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPassengerUsageStatisticsSource
Context triple: [Armadale railway station, hasPassengerUsageStatisticsSource, Office of Rail and Road]
  • A. hasPassengerUsageStatistics chosen
    Indicates the relationship by which an entity is associated with data describing how passengers use it, such as counts, frequencies, or patterns of passenger activity.
  • B. hasPassengerUsageCategory
    Indicates the classification of how a passenger-related resource or service is used (e.g., its usage type or category for passengers).
  • C. hasPassengerOperations
    Indicates that an entity conducts or supports transportation services specifically for carrying passengers.
  • D. hasStatistics
    Indicates that an entity is associated with one or more statistical measures, records, or summaries describing its quantitative properties or performance.
  • E. hasPassengerTrafficFrom
    Indicates that an entity receives or handles passenger traffic originating from another entity.
  • F. None of above.

Provenance (4 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f327480481909c4691fd3333e2ae completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f1d8af48190af856b5e2438781d completed March 28, 2026, 6:34 p.m.
PD Predicate disambiguation batch_69c6f038582c8190bac77c9b5a34b862 completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:13 p.m.