Triple

T10694132
Position Surface form Disambiguated ID Type / Status
Subject Laing O’Rourke E252087 entity
Predicate hasKeyPerson P256 FINISHED
Object Cathal O’Rourke
Cathal O’Rourke is a senior executive in the construction and engineering industry, known for his leadership role within the international contracting group Laing O’Rourke.
E890742 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: Cathal O’Rourke | Statement: [Laing O’Rourke, hasKeyPerson, Cathal O’Rourke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cathal O’Rourke
Context triple: [Laing O’Rourke, hasKeyPerson, Cathal O’Rourke]
  • A. Cathal Ryan
    Cathal Ryan was an Irish businessman and heir to the Ryanair fortune, known for his involvement in aviation and investment activities.
  • B. Donal O’Donnell
    Donal O’Donnell is an Irish judge and legal scholar who serves as the head of Ireland’s judiciary and presiding judge of its Supreme Court.
  • C. Mac Diarmada
    Mac Diarmada is an Irish surname of Gaelic origin, historically associated with a prominent clan in Connacht.
  • D. Lorcan O'Herlihy
    Lorcan O'Herlihy is an Irish-born American architect known for his innovative, socially engaged urban housing and cultural projects, particularly in Los Angeles.
  • E. Macdara Kelleher
    Macdara Kelleher is a film producer best known for his work on the Irish historical drama "Black 47."
  • 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: Cathal O’Rourke
Triple: [Laing O’Rourke, hasKeyPerson, Cathal O’Rourke]
Generated description
Cathal O’Rourke is a senior executive in the construction and engineering industry, known for his leadership role within the international contracting group Laing O’Rourke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cathal O’Rourke
Target entity description: Cathal O’Rourke is a senior executive in the construction and engineering industry, known for his leadership role within the international contracting group Laing O’Rourke.
  • A. Cathal Ryan
    Cathal Ryan was an Irish businessman and heir to the Ryanair fortune, known for his involvement in aviation and investment activities.
  • B. Donal O’Donnell
    Donal O’Donnell is an Irish judge and legal scholar who serves as the head of Ireland’s judiciary and presiding judge of its Supreme Court.
  • C. Mac Diarmada
    Mac Diarmada is an Irish surname of Gaelic origin, historically associated with a prominent clan in Connacht.
  • D. Lorcan O'Herlihy
    Lorcan O'Herlihy is an Irish-born American architect known for his innovative, socially engaged urban housing and cultural projects, particularly in Los Angeles.
  • E. Macdara Kelleher
    Macdara Kelleher is a film producer best known for his work on the Irish historical drama "Black 47."
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd38c24c8190a105a9dfdf705b38 completed April 9, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff777c63c8190a989d33e8460bc2f completed April 15, 2026, 8:39 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:11 p.m.