Triple

T19109431
Position Surface form Disambiguated ID Type / Status
Subject Thomastown railway station E467746 entity
Predicate railNetwork P522 FINISHED
Object Irish Rail network
The Irish Rail network is the national railway system of Ireland, providing intercity, commuter, and regional passenger and freight rail services across the country.
E1358836 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: Irish Rail network | Statement: [Thomastown railway station, railNetwork, Irish Rail network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irish Rail network
Context triple: [Thomastown railway station, railNetwork, Irish Rail network]
  • A. Cork commuter rail network
    The Cork commuter rail network is a suburban rail system serving Cork city and its surrounding areas, providing frequent passenger services that connect key local stations and support daily commuting.
  • B. Transport Infrastructure Ireland
    Transport Infrastructure Ireland is the Irish state agency responsible for the development, management, and oversight of the national road and public transport infrastructure network.
  • C. Northern Ireland railways
    Northern Ireland railways comprise the network of passenger and freight railway lines operating within Northern Ireland, historically distinct from the rest of the UK system and now primarily managed by Translink’s NI Railways.
  • D. Dublin–Rosslare railway line
    The Dublin–Rosslare railway line is a major Irish Rail route running from Dublin through coastal and southeastern towns to the port of Rosslare Europort, providing both commuter and intercity services.
  • E. Dublin to Cork railway line
    The Dublin to Cork railway line is a major intercity rail route in Ireland that connects the capital city Dublin with Cork, passing through several key towns and cities along the way.
  • 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: Irish Rail network
Triple: [Thomastown railway station, railNetwork, Irish Rail network]
Generated description
The Irish Rail network is the national railway system of Ireland, providing intercity, commuter, and regional passenger and freight rail services across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irish Rail network
Target entity description: The Irish Rail network is the national railway system of Ireland, providing intercity, commuter, and regional passenger and freight rail services across the country.
  • A. Cork commuter rail network
    The Cork commuter rail network is a suburban rail system serving Cork city and its surrounding areas, providing frequent passenger services that connect key local stations and support daily commuting.
  • B. Transport Infrastructure Ireland
    Transport Infrastructure Ireland is the Irish state agency responsible for the development, management, and oversight of the national road and public transport infrastructure network.
  • C. Northern Ireland railways
    Northern Ireland railways comprise the network of passenger and freight railway lines operating within Northern Ireland, historically distinct from the rest of the UK system and now primarily managed by Translink’s NI Railways.
  • D. Dublin–Rosslare railway line
    The Dublin–Rosslare railway line is a major Irish Rail route running from Dublin through coastal and southeastern towns to the port of Rosslare Europort, providing both commuter and intercity services.
  • E. Dublin to Cork railway line
    The Dublin to Cork railway line is a major intercity rail route in Ireland that connects the capital city Dublin with Cork, passing through several key towns and cities along the way.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e392ef488190a230b1d2890b2a9d completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda4d5c881909162a8c331bb3c95 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfd00d1081908086212708501c8f completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e0f25e2481909ddd3f2181b784ea completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.