Triple

T22453089
Position Surface form Disambiguated ID Type / Status
Subject Nicky Byrne E555041 entity
Predicate child P120 FINISHED
Object Gia Byrne
Gia Byrne is the daughter of Irish singer and former Westlife member Nicky Byrne.
 E1537162 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: Gia Byrne | Statement: [Nicky Byrne, child, Gia Byrne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gia Byrne
Context triple: [Nicky Byrne, child, Gia Byrne]
  • A. Cathy Moriarty
    Cathy Moriarty is an American actress best known for her Oscar-nominated performance as Vickie LaMotta in Martin Scorsese’s film "Raging Bull."
  • B. Niamh Cusack
    Niamh Cusack is an Irish actress known for her work on stage with the Royal Shakespeare Company and in television dramas such as "Heartbeat."
  • C. Finola Dwyer
    Finola Dwyer is a New Zealand-born, London-based film producer known for acclaimed films such as "An Education" and "Brooklyn."
  • D. Kathleen Daly
    Kathleen Daly was an Irish republican activist and nationalist who played a significant role in the struggle for Irish independence and was married to 1916 Easter Rising leader Thomas Clarke.
  • E. Sinéad Cusack
    Sinéad Cusack is an acclaimed Irish stage and screen actress known for her work with the Royal Shakespeare Company and in numerous film and television roles.
  • 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: Gia Byrne
Triple: [Nicky Byrne, child, Gia Byrne]
Generated description
Gia Byrne is the daughter of Irish singer and former Westlife member Nicky Byrne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gia Byrne
Target entity description: Gia Byrne is the daughter of Irish singer and former Westlife member Nicky Byrne.
  • A. Cathy Moriarty
    Cathy Moriarty is an American actress best known for her Oscar-nominated performance as Vickie LaMotta in Martin Scorsese’s film "Raging Bull."
  • B. Niamh Cusack
    Niamh Cusack is an Irish actress known for her work on stage with the Royal Shakespeare Company and in television dramas such as "Heartbeat."
  • C. Finola Dwyer
    Finola Dwyer is a New Zealand-born, London-based film producer known for acclaimed films such as "An Education" and "Brooklyn."
  • D. Kathleen Daly
    Kathleen Daly was an Irish republican activist and nationalist who played a significant role in the struggle for Irish independence and was married to 1916 Easter Rising leader Thomas Clarke.
  • E. Sinéad Cusack
    Sinéad Cusack is an acclaimed Irish stage and screen actress known for her work with the Royal Shakespeare Company and in numerous film and television roles.
  • 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_6a0b0c7b12e0819088c16dfd70792eba completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d7be4d8819080173d9e877d2565 completed May 18, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0e07f40c81908163967a1dc19516 completed May 18, 2026, 1:03 p.m.
Created at: April 16, 2026, 8:48 p.m.