Triple

T22453088
Position Surface form Disambiguated ID Type / Status
Subject Nicky Byrne E555041 entity
Predicate child P120 FINISHED
Object Rocco Byrne
Rocco Byrne is one of the twin sons of Irish singer and former Westlife member Nicky Byrne and his wife Georgina Ahern.
 E1543835 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: Rocco Byrne | Statement: [Nicky Byrne, child, Rocco Byrne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rocco Byrne
Context triple: [Nicky Byrne, child, Rocco Byrne]
  • A. Jake Roche
    Jake Roche is an English singer and actor best known as the lead vocalist of the pop band Rixton (later Push Baby) and for his roles in British television.
  • B. Brian Byrne
    Brian Byrne is an Irish composer best known for his film scores and orchestral works, including the acclaimed music for the film "Albert Nobbs."
  • C. George McGrath
    George McGrath is an American writer and actor best known for his work on Pee-wee Herman projects, including co-writing the film "Big Top Pee-wee" and contributing to the children's television series "Pee-wee's Playhouse."
  • D. Dan O'Brien
    Dan O'Brien is a former American decathlete and Olympic gold medalist widely regarded as one of the greatest decathletes in history.
  • E. Brian Rooney
    Brian Rooney is an Australian actor best known for his work in film and television during the 1980s and 1990s.
  • 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: Rocco Byrne
Triple: [Nicky Byrne, child, Rocco Byrne]
Generated description
Rocco Byrne is one of the twin sons of Irish singer and former Westlife member Nicky Byrne and his wife Georgina Ahern.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rocco Byrne
Target entity description: Rocco Byrne is one of the twin sons of Irish singer and former Westlife member Nicky Byrne and his wife Georgina Ahern.
  • A. Jake Roche
    Jake Roche is an English singer and actor best known as the lead vocalist of the pop band Rixton (later Push Baby) and for his roles in British television.
  • B. Brian Byrne
    Brian Byrne is an Irish composer best known for his film scores and orchestral works, including the acclaimed music for the film "Albert Nobbs."
  • C. George McGrath
    George McGrath is an American writer and actor best known for his work on Pee-wee Herman projects, including co-writing the film "Big Top Pee-wee" and contributing to the children's television series "Pee-wee's Playhouse."
  • D. Dan O'Brien
    Dan O'Brien is a former American decathlete and Olympic gold medalist widely regarded as one of the greatest decathletes in history.
  • E. Brian Rooney
    Brian Rooney is an Australian actor best known for his work in film and television during the 1980s and 1990s.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4d6368819082cafbbd83339fbf completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d544a108190a9b3a47a4a6f7e8f completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b3645f5a881908b322d16c7704e27 completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3769c36081909ff732275513bb2b completed May 18, 2026, 3:59 p.m.
Created at: April 16, 2026, 8:48 p.m.