Triple

T12390913
Position Surface form Disambiguated ID Type / Status
Subject The Thorn Birds E295989 entity
Predicate character P662 FINISHED
Object Luke O’Neill
Luke O’Neill is a central character in Colleen McCullough’s novel *The Thorn Birds*, known as a handsome but pragmatic and emotionally distant ranch hand whose marriage to Meggie Cleary shapes much of the story’s tragedy.
 E982388 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: Luke O’Neill | Statement: [The Thorn Birds, character, Luke O’Neill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luke O’Neill
Context triple: [The Thorn Birds, character, Luke O’Neill]
  • A. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • B. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • C. Alex O’Connell
    Alex O’Connell is the adventurous son of Rick O’Connell who appears as a central character in The Mummy film franchise.
  • D. Dustin O’Halloran
    Dustin O’Halloran is an American pianist and composer known for his emotive solo piano works and acclaimed film and television scores.
  • E. Liam Dunaway O’Neill
    Liam Dunaway O’Neill is the son of acclaimed American actress Faye Dunaway and photographer Terry O’Neill.
  • 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: Luke O’Neill
Triple: [The Thorn Birds, character, Luke O’Neill]
Generated description
Luke O’Neill is a central character in Colleen McCullough’s novel *The Thorn Birds*, known as a handsome but pragmatic and emotionally distant ranch hand whose marriage to Meggie Cleary shapes much of the story’s tragedy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luke O’Neill
Target entity description: Luke O’Neill is a central character in Colleen McCullough’s novel *The Thorn Birds*, known as a handsome but pragmatic and emotionally distant ranch hand whose marriage to Meggie Cleary shapes much of the story’s tragedy.
  • A. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • B. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • C. Alex O’Connell
    Alex O’Connell is the adventurous son of Rick O’Connell who appears as a central character in The Mummy film franchise.
  • D. Dustin O’Halloran
    Dustin O’Halloran is an American pianist and composer known for his emotive solo piano works and acclaimed film and television scores.
  • E. Liam Dunaway O’Neill
    Liam Dunaway O’Neill is the son of acclaimed American actress Faye Dunaway and photographer Terry O’Neill.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd0bcc48190bb1a59a3aaa6bfdf completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63479df38819085c5ca791c460d5e completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6389115e48190b5b556635930b0d9 completed May 2, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:54 p.m.