Triple

T10694127
Position Surface form Disambiguated ID Type / Status
Subject Laing O’Rourke E252087 entity
Predicate foundedBy P104 FINISHED
Object Ray O’Rourke
Ray O’Rourke is an Irish-born British businessman and engineer best known as the founder and long-time leader of the international construction and engineering group Laing O’Rourke.
 E881501 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: Ray O’Rourke | Statement: [Laing O’Rourke, foundedBy, Ray O’Rourke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray O’Rourke
Context triple: [Laing O’Rourke, foundedBy, Ray O’Rourke]
  • A. Mark O’Connor
    Mark O’Connor is an American violinist, composer, and fiddler renowned for blending classical, jazz, and American folk traditions, particularly in contemporary string music.
  • B. Mark O’Connor
    Mark O’Connor is a cinematographer known for his work on documentary and feature films, including the 2015 documentary "This Changes Everything."
  • C. Kevin O'Rourke
    Kevin O'Rourke is an American actor best known for his work in television and film, including prominent roles on series such as Remember WENN and Boardwalk Empire.
  • D. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • E. Brian Oge O'Rourke
    Brian Oge O'Rourke was an Irish nobleman and chieftain of the O'Rourke dynasty who played a notable role during the late 16th- and early 17th-century conflicts that culminated in the Flight of the Earls.
  • 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: Ray O’Rourke
Triple: [Laing O’Rourke, foundedBy, Ray O’Rourke]
Generated description
Ray O’Rourke is an Irish-born British businessman and engineer best known as the founder and long-time leader of the international construction and engineering group Laing O’Rourke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray O’Rourke
Target entity description: Ray O’Rourke is an Irish-born British businessman and engineer best known as the founder and long-time leader of the international construction and engineering group Laing O’Rourke.
  • A. Mark O’Connor
    Mark O’Connor is a cinematographer known for his work on documentary and feature films, including the 2015 documentary "This Changes Everything."
  • B. Mark O’Connor
    Mark O’Connor is an American violinist, composer, and fiddler renowned for blending classical, jazz, and American folk traditions, particularly in contemporary string music.
  • C. Kevin O'Rourke
    Kevin O'Rourke is an American actor best known for his work in television and film, including prominent roles on series such as Remember WENN and Boardwalk Empire.
  • D. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • E. Brian Oge O'Rourke
    Brian Oge O'Rourke was an Irish nobleman and chieftain of the O'Rourke dynasty who played a notable role during the late 16th- and early 17th-century conflicts that culminated in the Flight of the Earls.
  • 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_69dbad00f7c8819097566994307c4550 completed April 12, 2026, 2:32 p.m.
NEDg Description generation batch_69dbaeb211088190a9118c71918584e5 completed April 12, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69dbaf7c999c819097a8cdf5bd82f648 completed April 12, 2026, 2:43 p.m.
Created at: April 8, 2026, 9:11 p.m.