Triple

T217759
Position Surface form Disambiguated ID Type / Status
Subject Ryanair E4144 entity
Predicate foundedBy P104 FINISHED
Object Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
 E62523 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: Liam Lonergan | Statement: [Ryanair, foundedBy, Liam Lonergan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liam Lonergan
Context triple: [Ryanair, foundedBy, Liam Lonergan]
  • A. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • B. Liam
    Liam is a popular masculine given name of Irish origin, commonly understood as a short form of William.
  • C. Owen King
    Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
  • D. John Dustin Archbold
    John Dustin Archbold was an American industrialist and key executive of the Standard Oil Company who became one of the most prominent figures in the early U.S. petroleum industry.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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: Liam Lonergan
Triple: [Ryanair, foundedBy, Liam Lonergan]
Generated description
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liam Lonergan
Target entity description: Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • A. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • B. Liam
    Liam is a popular masculine given name of Irish origin, commonly understood as a short form of William.
  • C. Owen King
    Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
  • D. John Dustin Archbold
    John Dustin Archbold was an American industrialist and key executive of the Standard Oil Company who became one of the most prominent figures in the early U.S. petroleum industry.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c5062e48190833be10e4770e1e9 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a4853de9708190bd7156ef097bde29 completed March 1, 2026, 6:28 p.m.
NEDg Description generation batch_69a485ff84c08190998903ee526382f9 completed March 1, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69a4864a0ee08190959c1fbb49ef5c9c completed March 1, 2026, 6:32 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.