Triple

T14218790
Position Surface form Disambiguated ID Type / Status
Subject Des Courtney E352429 entity
Predicate worksWith P398 FINISHED
Object Doyle family
The Doyle family is an Irish family group, likely involved in a shared business or professional venture, known for collaborating closely with individuals such as Des Courtney.
E1087767 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: Doyle family | Statement: [Des Courtney, worksWith, Doyle family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doyle family
Context triple: [Des Courtney, worksWith, Doyle family]
  • A. Doherty family
    The Doherty family is a philanthropic family known for its significant contributions to science and education, including endowing the Lamont–Doherty Earth Observatory.
  • B. O'Brien family
    The O'Brien family is a prominent Irish noble lineage descended from the medieval High King Brian Boru, historically influential in the region of Thomond and later associated with titles such as the Barons Inchiquin.
  • C. Callaghan family
    The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
  • D. Mahon family
    The Mahon family was an Anglo-Irish landed family historically associated with Strokestown Park and its surrounding estate in County Roscommon, Ireland.
  • E. Donovan family
    The Donovan family is the central, troubled Irish-American clan around which the crime drama series "Ray Donovan" revolves, known for its complex relationships and involvement in both legitimate and criminal activities.
  • 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: Doyle family
Triple: [Des Courtney, worksWith, Doyle family]
Generated description
The Doyle family is an Irish family group, likely involved in a shared business or professional venture, known for collaborating closely with individuals such as Des Courtney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doyle family
Target entity description: The Doyle family is an Irish family group, likely involved in a shared business or professional venture, known for collaborating closely with individuals such as Des Courtney.
  • A. Doherty family
    The Doherty family is a philanthropic family known for its significant contributions to science and education, including endowing the Lamont–Doherty Earth Observatory.
  • B. O'Brien family
    The O'Brien family is a prominent Irish noble lineage descended from the medieval High King Brian Boru, historically influential in the region of Thomond and later associated with titles such as the Barons Inchiquin.
  • C. Callaghan family
    The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
  • D. Mahon family
    The Mahon family was an Anglo-Irish landed family historically associated with Strokestown Park and its surrounding estate in County Roscommon, Ireland.
  • E. Donovan family
    The Donovan family is the central, troubled Irish-American clan around which the crime drama series "Ray Donovan" revolves, known for its complex relationships and involvement in both legitimate and criminal activities.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de621258d4819085f358cd2cf109e4 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28121a288190975d5852f9a503d4 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29d254608190a9f0b8e5623451aa completed May 8, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd2aa5bf3c8190bb62ce780d417b7d completed May 8, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:06 a.m.