Triple

T8123316
Position Surface form Disambiguated ID Type / Status
Subject Enda Kenny E189660 entity
Predicate spouse P13 FINISHED
Object Fionnuala O'Kelly
Fionnuala O'Kelly is an Irish public figure best known as the wife of former Taoiseach Enda Kenny and for her previous career as a journalist and political adviser.
 E713664 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: Fionnuala O'Kelly | Statement: [Enda Kenny, spouse, Fionnuala O'Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fionnuala O'Kelly
Context triple: [Enda Kenny, spouse, Fionnuala O'Kelly]
  • A. Fodhla Cronin O’Reilly
    Fodhla Cronin O’Reilly is an Irish film producer known for her work on acclaimed independent films, including the psychological drama "Lady Macbeth."
  • B. Fionnuala Ní Aoláin
    Fionnuala Ní Aoláin is an Irish human rights lawyer and academic known for her work on counterterrorism, conflict-related violence, and the protection of civil liberties.
  • C. Eithne Brennan
    Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
  • D. Máiréad Lynch
    Máiréad Lynch is an Irish woman best known as the sister of actress Evanna Lynch, who played Luna Lovegood in the Harry Potter film series.
  • E. Gráinne Hayes
    Gráinne Hayes is known as the former wife of British politician and Brexit campaigner Nigel Farage.
  • 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: Fionnuala O'Kelly
Triple: [Enda Kenny, spouse, Fionnuala O'Kelly]
Generated description
Fionnuala O'Kelly is an Irish public figure best known as the wife of former Taoiseach Enda Kenny and for her previous career as a journalist and political adviser.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fionnuala O'Kelly
Target entity description: Fionnuala O'Kelly is an Irish public figure best known as the wife of former Taoiseach Enda Kenny and for her previous career as a journalist and political adviser.
  • A. Fodhla Cronin O’Reilly
    Fodhla Cronin O’Reilly is an Irish film producer known for her work on acclaimed independent films, including the psychological drama "Lady Macbeth."
  • B. Fionnuala Ní Aoláin
    Fionnuala Ní Aoláin is an Irish human rights lawyer and academic known for her work on counterterrorism, conflict-related violence, and the protection of civil liberties.
  • C. Eithne Brennan
    Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
  • D. Máiréad Lynch
    Máiréad Lynch is an Irish woman best known as the sister of actress Evanna Lynch, who played Luna Lovegood in the Harry Potter film series.
  • E. Gráinne Hayes
    Gráinne Hayes is known as the former wife of British politician and Brexit campaigner Nigel Farage.
  • 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_69ca82bb74848190afb1f18640632c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb438bcb988190b58eff8616ac4073 completed March 31, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9462e0e88190b34333144e0f741c completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc9605b8248190a621ea934c58913d completed April 1, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69cc96fa03d881909a1eeed6af9a3149 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:33 p.m.