Triple

T23336016
Position Surface form Disambiguated ID Type / Status
Subject Gort, County Galway E591584 entity
Predicate hasRailService P782 FINISHED
Object Limerick–Galway railway line
The Limerick–Galway railway line is a regional rail route in western Ireland that connects the cities of Limerick and Galway via several intermediate towns.
E1097757 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: Limerick–Galway railway line | Statement: [Gort, County Galway, hasRailService, Limerick–Galway railway line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limerick–Galway railway line
Context triple: [Gort, County Galway, hasRailService, Limerick–Galway railway line]
  • A. Dublin–Galway railway line
    The Dublin–Galway railway line is a major intercity rail route in Ireland linking the capital city Dublin with the western city of Galway, serving multiple counties along its east–west corridor.
  • B. Limerick–Ennis railway line
    The Limerick–Ennis railway line is a regional rail route in western Ireland connecting the cities of Limerick and Ennis as part of the broader Limerick–Galway corridor.
  • C. Dublin–Sligo railway line
    The Dublin–Sligo railway line is a major intercity rail route in Ireland linking the capital, Dublin, with the northwest town of Sligo and serving multiple counties along its path.
  • D. Dublin–Portlaoise railway line
    The Dublin–Portlaoise railway line is a major Irish rail corridor linking Dublin with Portlaoise and serving numerous commuter and intercity stations along its route.
  • E. Limerick–Waterford railway line
    The Limerick–Waterford railway line is a regional rail route in Ireland that historically connected the cities of Limerick and Waterford via several intermediate towns in the south of the country.
  • 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: Limerick–Galway railway line
Triple: [Gort, County Galway, hasRailService, Limerick–Galway railway line]
Generated description
The Limerick–Galway railway line is a regional rail route in western Ireland that connects the cities of Limerick and Galway via several intermediate towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limerick–Galway railway line
Target entity description: The Limerick–Galway railway line is a regional rail route in western Ireland that connects the cities of Limerick and Galway via several intermediate towns.
  • A. Dublin–Galway railway line
    The Dublin–Galway railway line is a major intercity rail route in Ireland linking the capital city Dublin with the western city of Galway, serving multiple counties along its east–west corridor.
  • B. Limerick–Ennis railway line chosen
    The Limerick–Ennis railway line is a regional rail route in western Ireland connecting the cities of Limerick and Ennis as part of the broader Limerick–Galway corridor.
  • C. Dublin–Sligo railway line
    The Dublin–Sligo railway line is a major intercity rail route in Ireland linking the capital, Dublin, with the northwest town of Sligo and serving multiple counties along its path.
  • D. Dublin–Portlaoise railway line
    The Dublin–Portlaoise railway line is a major Irish rail corridor linking Dublin with Portlaoise and serving numerous commuter and intercity stations along its route.
  • E. Limerick–Waterford railway line
    The Limerick–Waterford railway line is a regional rail route in Ireland that historically connected the cities of Limerick and Waterford via several intermediate towns in the south of the country.
  • F. None of above.

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_69e25d20156c81908c5c53195bd9c738 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197f1e0588190bf073b92be0bf9e4 completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cb282d081908ed8fa395460d7db completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4f634a70819088f627f13bdfe7da completed May 19, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4fc72a9c8190862256fac24682a1 completed May 19, 2026, 11:55 a.m.
Created at: April 17, 2026, 5:16 p.m.