Triple

T15632755
Position Surface form Disambiguated ID Type / Status
Subject Love/Hate E375858 entity
Predicate creator P184 FINISHED
Object Stuart Carolan
Stuart Carolan is an Irish screenwriter and producer best known for creating the critically acclaimed crime drama series "Love/Hate."
E1205397 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: Stuart Carolan | Statement: [Love/Hate, creator, Stuart Carolan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart Carolan
Context triple: [Love/Hate, creator, Stuart Carolan]
  • A. Kevin O'Dowd
    Kevin O'Dowd is the brother of British singer Boy George and has been involved in managing and supporting aspects of his sibling's career.
  • B. Patrick Duggan
    Patrick Duggan is a personal name shared by multiple individuals, including figures in fields such as the arts, religion, and public service.
  • C. Donal McLaughlin
    Donal McLaughlin was an American architect and industrial designer best known for creating the iconic emblem of the United Nations.
  • D. Séumas Robinson
    Séumas Robinson was an Irish Republican Army leader and veteran of the Easter Rising who played a key role in the Irish War of Independence.
  • E. Niall Cunningham
    Niall Cunningham is an American actor best known for his role as Tyler Hughes on the CBS sitcom "Life in Pieces."
  • 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: Stuart Carolan
Triple: [Love/Hate, creator, Stuart Carolan]
Generated description
Stuart Carolan is an Irish screenwriter and producer best known for creating the critically acclaimed crime drama series "Love/Hate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart Carolan
Target entity description: Stuart Carolan is an Irish screenwriter and producer best known for creating the critically acclaimed crime drama series "Love/Hate."
  • A. Kevin O'Dowd
    Kevin O'Dowd is the brother of British singer Boy George and has been involved in managing and supporting aspects of his sibling's career.
  • B. Patrick Duggan
    Patrick Duggan is a personal name shared by multiple individuals, including figures in fields such as the arts, religion, and public service.
  • C. Donal McLaughlin
    Donal McLaughlin was an American architect and industrial designer best known for creating the iconic emblem of the United Nations.
  • D. Séumas Robinson
    Séumas Robinson was an Irish Republican Army leader and veteran of the Easter Rising who played a key role in the Irish War of Independence.
  • E. Niall Cunningham
    Niall Cunningham is an American actor best known for his role as Tyler Hughes on the CBS sitcom "Life in Pieces."
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb7338881909f3c430bb73f91d1 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a001f7d79348190aba1889a7eb3d7c8 completed May 10, 2026, 6:02 a.m.
NEDg Description generation batch_6a0020ffeca88190bd983923f2cc1522 completed May 10, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_6a00219a089c81909bb4f442cb26930d completed May 10, 2026, 6:11 a.m.
Created at: April 10, 2026, 4:14 a.m.