Triple

T21720765
Position Surface form Disambiguated ID Type / Status
Subject Dublin–Galway railway line E536148 entity
Predicate hasStation P35 FINISHED
Object Ballinasloe railway station
Ballinasloe railway station is a regional train station in County Galway, Ireland, serving the town of Ballinasloe on the main rail route between Dublin and Galway.
 E1500354 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: Ballinasloe railway station | Statement: [Dublin–Galway railway line, hasStation, Ballinasloe railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballinasloe railway station
Context triple: [Dublin–Galway railway line, hasStation, Ballinasloe railway station]
  • A. Sligo railway station
    Sligo railway station is the main rail terminus serving the town of Sligo in northwest Ireland, providing intercity connections to Dublin and other destinations.
  • B. Athlone railway station
    Athlone railway station is a key regional rail hub in Athlone, Ireland, providing passenger services and connections between major Irish cities.
  • C. Portlaoise railway station
    Portlaoise railway station is a key Irish Rail station on the Dublin–Cork main line, serving the town of Portlaoise with intercity and commuter rail services.
  • D. Ballina railway station
    Ballina railway station is a regional train station in Ballina, County Mayo, Ireland, serving as a terminus for passenger and freight services on the branch line from Manulla Junction.
  • 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: Ballinasloe railway station
Triple: [Dublin–Galway railway line, hasStation, Ballinasloe railway station]
Generated description
Ballinasloe railway station is a regional train station in County Galway, Ireland, serving the town of Ballinasloe on the main rail route between Dublin and Galway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballinasloe railway station
Target entity description: Ballinasloe railway station is a regional train station in County Galway, Ireland, serving the town of Ballinasloe on the main rail route between Dublin and Galway.
  • A. Sligo railway station
    Sligo railway station is the main rail terminus serving the town of Sligo in northwest Ireland, providing intercity connections to Dublin and other destinations.
  • B. Athlone railway station
    Athlone railway station is a key regional rail hub in Athlone, Ireland, providing passenger services and connections between major Irish cities.
  • C. Portlaoise railway station
    Portlaoise railway station is a key Irish Rail station on the Dublin–Cork main line, serving the town of Portlaoise with intercity and commuter rail services.
  • D. Ballina railway station
    Ballina railway station is a regional train station in Ballina, County Mayo, Ireland, serving as a terminus for passenger and freight services on the branch line from Manulla Junction.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd96f1fbc8190a202f834aec1a319 completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a366672f48190a9dc56e2918e4a7f completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a3779ea6c819099bcb8e8f9230dc9 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3805d96c81908f03dbdafe28e805 completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:47 p.m.