Triple

T21402699
Position Surface form Disambiguated ID Type / Status
Subject Stevenston E527950 entity
Predicate hasRailwayStation P918 FINISHED
Object Stevenston railway station
Stevenston railway station is a rail stop in North Ayrshire, Scotland, serving the town of Stevenston on the Ayrshire Coast Line.
 E1482433 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: Stevenston railway station | Statement: [Stevenston, hasRailwayStation, Stevenston railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stevenston railway station
Context triple: [Stevenston, hasRailwayStation, Stevenston railway station]
  • A. Traralgon railway station
    Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
  • B. Tarneit railway station
    Tarneit railway station is a suburban commuter station in Melbourne’s west that serves the fast-growing Tarneit area on the regional corridor between Melbourne and Geelong.
  • C. Westgarth railway station
    Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
  • D. Morwell railway station
    Morwell railway station is a regional passenger railway station on the Gippsland line serving the town of Morwell in Victoria, Australia.
  • E. Goornong railway station
    Goornong railway station is a regional passenger railway stop in Victoria, Australia, serving the small town of Goornong on the line between Bendigo and Echuca.
  • 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: Stevenston railway station
Triple: [Stevenston, hasRailwayStation, Stevenston railway station]
Generated description
Stevenston railway station is a rail stop in North Ayrshire, Scotland, serving the town of Stevenston on the Ayrshire Coast Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stevenston railway station
Target entity description: Stevenston railway station is a rail stop in North Ayrshire, Scotland, serving the town of Stevenston on the Ayrshire Coast Line.
  • A. Traralgon railway station
    Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
  • B. Tarneit railway station
    Tarneit railway station is a suburban commuter station in Melbourne’s west that serves the fast-growing Tarneit area on the regional corridor between Melbourne and Geelong.
  • C. Westgarth railway station
    Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
  • D. Morwell railway station
    Morwell railway station is a regional passenger railway station on the Gippsland line serving the town of Morwell in Victoria, Australia.
  • E. Goornong railway station
    Goornong railway station is a regional passenger railway stop in Victoria, Australia, serving the small town of Goornong on the line between Bendigo and Echuca.
  • 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b171336c819083ae5e2c0f5d4b95 completed April 22, 2026, 11:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb5161d08190a945896d7418ec90 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea4a674819093d5bfb9e6fe69b9 completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bfa27d848190bb77d632359a11b3 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:24 p.m.