Triple

T23537415
Position Surface form Disambiguated ID Type / Status
Subject Avoca, County Wicklow, Ireland E577636 entity
Predicate hasRailwayStation P918 FINISHED
Object Avoca railway station
Avoca railway station is a small rural train stop in County Wicklow, Ireland, serving the village of Avoca on the Dublin–Rosslare rail line.
 E1591972 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: Avoca railway station | Statement: [Avoca, County Wicklow, Ireland, hasRailwayStation, Avoca railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Avoca railway station
Context triple: [Avoca, County Wicklow, Ireland, hasRailwayStation, Avoca railway station]
  • A. Avondale railway station
    Avondale railway station is a suburban train stop in Auckland, New Zealand, serving the Avondale area on the city’s Western Line.
  • B. Waratah railway station
    Waratah railway station is a suburban train station in Newcastle, New South Wales, Australia, serving the surrounding residential and industrial areas.
  • C. Tooronga railway station
    Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
  • D. Booval railway station
    Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
  • E. Mitchell Railway Station
    Mitchell Railway Station is a historic regional railway station in Mitchell, Queensland, recognized for its cultural and architectural heritage significance.
  • 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: Avoca railway station
Triple: [Avoca, County Wicklow, Ireland, hasRailwayStation, Avoca railway station]
Generated description
Avoca railway station is a small rural train stop in County Wicklow, Ireland, serving the village of Avoca on the Dublin–Rosslare rail line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Avoca railway station
Target entity description: Avoca railway station is a small rural train stop in County Wicklow, Ireland, serving the village of Avoca on the Dublin–Rosslare rail line.
  • A. Avondale railway station
    Avondale railway station is a suburban train stop in Auckland, New Zealand, serving the Avondale area on the city’s Western Line.
  • B. Waratah railway station
    Waratah railway station is a suburban train station in Newcastle, New South Wales, Australia, serving the surrounding residential and industrial areas.
  • C. Tooronga railway station
    Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
  • D. Booval railway station
    Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
  • E. Mitchell Railway Station
    Mitchell Railway Station is a historic regional railway station in Mitchell, Queensland, recognized for its cultural and architectural heritage significance.
  • 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_69e245f9d5d08190a4a20004e1784e20 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ae1831688190ac06b84729bce160 completed April 29, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf59cfa48190b7be6602dfef5fb6 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce35a16a08190969f6811be7e471c completed May 19, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce4d4321c8190af0fe04f728c4f67 completed May 19, 2026, 10:31 p.m.
Created at: April 17, 2026, 6:10 p.m.