Triple

T10112309
Position Surface form Disambiguated ID Type / Status
Subject Ballymena railway station E218268 entity
Predicate adjacentStationOnLine P41425 FINISHED
Object Cullybackey railway station
Cullybackey railway station is a small regional rail stop in County Antrim, Northern Ireland, serving the village of Cullybackey on the Belfast–Derry/Londonderry line.
 E842200 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: Cullybackey railway station | Statement: [Ballymena railway station, adjacentStationOnLine, Cullybackey railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cullybackey railway station
Context triple: [Ballymena railway station, adjacentStationOnLine, Cullybackey railway station]
  • A. Coleraine railway station
    Coleraine railway station is a regional rail hub in Coleraine, Northern Ireland, providing passenger services that connect the town with key destinations such as Belfast and Derry/Londonderry.
  • B. Ballymena railway station
    Ballymena railway station is a regional rail stop in County Antrim, Northern Ireland, serving the town of Ballymena on the Belfast–Derry/Londonderry railway line.
  • C. Antrim railway station
    Antrim railway station is a passenger rail station in County Antrim, Northern Ireland, providing regional rail services that connect the town of Antrim with other parts of the rail network.
  • D. Enniskillen railway station
    Enniskillen railway station was a former railway terminus in Enniskillen, County Fermanagh, Northern Ireland, that once served as a key regional transport hub before its closure.
  • E. Ballykelly railway station
    Ballykelly railway station is a former railway stop that served the village of Ballykelly in County Londonderry, Northern Ireland.
  • 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: Cullybackey railway station
Triple: [Ballymena railway station, adjacentStationOnLine, Cullybackey railway station]
Generated description
Cullybackey railway station is a small regional rail stop in County Antrim, Northern Ireland, serving the village of Cullybackey on the Belfast–Derry/Londonderry line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cullybackey railway station
Target entity description: Cullybackey railway station is a small regional rail stop in County Antrim, Northern Ireland, serving the village of Cullybackey on the Belfast–Derry/Londonderry line.
  • A. Coleraine railway station
    Coleraine railway station is a regional rail hub in Coleraine, Northern Ireland, providing passenger services that connect the town with key destinations such as Belfast and Derry/Londonderry.
  • B. Ballymena railway station
    Ballymena railway station is a regional rail stop in County Antrim, Northern Ireland, serving the town of Ballymena on the Belfast–Derry/Londonderry railway line.
  • C. Antrim railway station
    Antrim railway station is a passenger rail station in County Antrim, Northern Ireland, providing regional rail services that connect the town of Antrim with other parts of the rail network.
  • D. Enniskillen railway station
    Enniskillen railway station was a former railway terminus in Enniskillen, County Fermanagh, Northern Ireland, that once served as a key regional transport hub before its closure.
  • E. Ballykelly railway station
    Ballykelly railway station is a former railway stop that served the village of Ballykelly in County Londonderry, Northern Ireland.
  • 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd15d1fd081908c6f6b021e3999da completed April 2, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc20ff4481909cdd916e92eda2f6 completed April 5, 2026, 8:54 p.m.
NEDg Description generation batch_69d2cd8f0a688190a437b7e2d158c70c completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce422e4c8190b54b94cdfa0c4c98 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:03 p.m.