Triple

T21132461
Position Surface form Disambiguated ID Type / Status
Subject British Rail Class 360 E520721 entity
Predicate operatorClass P83225 FINISHED
Object Class 360/2
Class 360/2 is a sub-class of the British Rail Class 360 electric multiple units, built for high-frequency commuter services with specific configurations tailored to its operating routes.
E1469199 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: Class 360/2 | Statement: [British Rail Class 360, operatorClass, Class 360/2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class 360/2
Context triple: [British Rail Class 360, operatorClass, Class 360/2]
  • A. Class 360/1
    Class 360/1 is a sub-class of the British Rail Class 360 electric multiple units, built for high-speed outer-suburban and airport passenger services in the UK.
  • B. Class 387/2
    Class 387/2 is a subseries of the British Rail Class 387 electric multiple units, built for high-capacity commuter and airport services on the UK rail network.
  • C. Class 387/3
    Class 387/3 is a subseries of the British Rail Class 387 electric multiple units, built for high-capacity commuter services with modern onboard amenities and performance.
  • D. Class 387/4
    Class 387/4 is a variant of the British Rail Class 387 electric multiple unit trains, designed for high-capacity commuter and regional services on the UK rail network.
  • E. Class 387/1
    Class 387/1 is a subseries of the British Rail Class 387 electric multiple units, designed for high-density commuter services on the UK 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: Class 360/2
Triple: [British Rail Class 360, operatorClass, Class 360/2]
Generated description
Class 360/2 is a sub-class of the British Rail Class 360 electric multiple units, built for high-frequency commuter services with specific configurations tailored to its operating routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class 360/2
Target entity description: Class 360/2 is a sub-class of the British Rail Class 360 electric multiple units, built for high-frequency commuter services with specific configurations tailored to its operating routes.
  • A. Class 360/1
    Class 360/1 is a sub-class of the British Rail Class 360 electric multiple units, built for high-speed outer-suburban and airport passenger services in the UK.
  • B. Class 387/2
    Class 387/2 is a subseries of the British Rail Class 387 electric multiple units, built for high-capacity commuter and airport services on the UK rail network.
  • C. Class 387/3
    Class 387/3 is a subseries of the British Rail Class 387 electric multiple units, built for high-capacity commuter services with modern onboard amenities and performance.
  • D. Class 387/4
    Class 387/4 is a variant of the British Rail Class 387 electric multiple unit trains, designed for high-capacity commuter and regional services on the UK rail network.
  • E. Class 387/1
    Class 387/1 is a subseries of the British Rail Class 387 electric multiple units, designed for high-density commuter services on the UK 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e723574b1481909fe9bebc83f1f3ce completed April 21, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096db854b48190b40ba0b0f65573e9 completed May 17, 2026, 7:26 a.m.
NEDg Description generation batch_6a096ed345e481909c99ec6804aa5d56 completed May 17, 2026, 7:31 a.m.
NED2 Entity disambiguation (via description) batch_6a096ff6c92c8190940ba59ea78278fd completed May 17, 2026, 7:36 a.m.
Created at: April 16, 2026, 2:56 p.m.