Triple

T17289221
Position Surface form Disambiguated ID Type / Status
Subject Maynooth E419738 entity
Predicate servedBy P82 FINISHED
Object Maynooth railway station
Maynooth railway station is a key commuter and intercity rail stop in County Kildare, Ireland, linking the town of Maynooth with Dublin and the wider national rail network.
 E1260159 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: Maynooth railway station | Statement: [Maynooth, servedBy, Maynooth railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maynooth railway station
Context triple: [Maynooth, servedBy, Maynooth railway station]
  • A. Athlone railway station
    Athlone railway station is a key regional rail hub in Athlone, Ireland, providing passenger services and connections between major Irish cities.
  • B. 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.
  • C. Carlow railway station
    Carlow railway station is a regional train station in the town of Carlow, Ireland, serving as a key stop on the Dublin–Waterford railway line.
  • D. Malahide railway station
    Malahide railway station is a suburban rail station in Malahide, County Dublin, Ireland, serving as a terminus for DART and commuter services on the northern line.
  • E. Cahir railway station
    Cahir railway station is a former railway station in Cahir, County Tipperary, Ireland, that once served as a stop on regional rail services.
  • 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: Maynooth railway station
Triple: [Maynooth, servedBy, Maynooth railway station]
Generated description
Maynooth railway station is a key commuter and intercity rail stop in County Kildare, Ireland, linking the town of Maynooth with Dublin and the wider national rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maynooth railway station
Target entity description: Maynooth railway station is a key commuter and intercity rail stop in County Kildare, Ireland, linking the town of Maynooth with Dublin and the wider national rail network.
  • A. Athlone railway station
    Athlone railway station is a key regional rail hub in Athlone, Ireland, providing passenger services and connections between major Irish cities.
  • B. 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.
  • C. Carlow railway station
    Carlow railway station is a regional train station in the town of Carlow, Ireland, serving as a key stop on the Dublin–Waterford railway line.
  • D. Malahide railway station
    Malahide railway station is a suburban rail station in Malahide, County Dublin, Ireland, serving as a terminus for DART and commuter services on the northern line.
  • E. Cahir railway station
    Cahir railway station is a former railway station in Cahir, County Tipperary, Ireland, that once served as a stop on regional rail services.
  • 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43781b7808190a0528ee9c54a0c66 completed April 19, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a017957c738819087341bcd51b55114 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a0179f16af481909f409adb5367f021 completed May 11, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a017ad8480881909ca9a9982585b08d completed May 11, 2026, 6:44 a.m.
Created at: April 10, 2026, 5:40 a.m.