Triple

T11144869
Position Surface form Disambiguated ID Type / Status
Subject Happy Feet Two E263643 entity
Predicate screenwriter P2831 FINISHED
Object Paul Livingston
Paul Livingston is an Australian writer and comedian best known for his work in film and television, including co-writing the animated feature "Happy Feet Two."
E911031 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: Paul Livingston | Statement: [Happy Feet Two, screenwriter, Paul Livingston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Livingston
Context triple: [Happy Feet Two, screenwriter, Paul Livingston]
  • A. Philip Woodruff
    Philip Woodruff was the pen name of British civil servant Philip Mason, best known for his influential writings on the British Raj and the Indian Civil Service.
  • B. John Loughlin
    John Loughlin was the first Roman Catholic bishop of the Diocese of Brooklyn, serving from its establishment in the mid-19th century and overseeing its early growth.
  • C. Philip Moore
    Philip Moore is known primarily as the brother of Annie Moore, the first immigrant processed at Ellis Island in the United States.
  • D. John Whiteaker
    John Whiteaker was an American politician who became the first governor of the U.S. state of Oregon after it achieved statehood.
  • E. Paul Godfrey
    Paul Godfrey is a senior Royal Air Force officer who serves as the inaugural commander of the United Kingdom's Space Command, overseeing the nation's military space operations and strategy.
  • 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: Paul Livingston
Triple: [Happy Feet Two, screenwriter, Paul Livingston]
Generated description
Paul Livingston is an Australian writer and comedian best known for his work in film and television, including co-writing the animated feature "Happy Feet Two."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Livingston
Target entity description: Paul Livingston is an Australian writer and comedian best known for his work in film and television, including co-writing the animated feature "Happy Feet Two."
  • A. Philip Woodruff
    Philip Woodruff was the pen name of British civil servant Philip Mason, best known for his influential writings on the British Raj and the Indian Civil Service.
  • B. John Loughlin
    John Loughlin was the first Roman Catholic bishop of the Diocese of Brooklyn, serving from its establishment in the mid-19th century and overseeing its early growth.
  • C. Philip Moore
    Philip Moore is known primarily as the brother of Annie Moore, the first immigrant processed at Ellis Island in the United States.
  • D. John Whiteaker
    John Whiteaker was an American politician who became the first governor of the U.S. state of Oregon after it achieved statehood.
  • E. Paul Godfrey
    Paul Godfrey is a senior Royal Air Force officer who serves as the inaugural commander of the United Kingdom's Space Command, overseeing the nation's military space operations and strategy.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8634d5481909b114d30a542ea3f completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e496c152a081909c6ad8b2a6e41927 completed April 19, 2026, 8:48 a.m.
NEDg Description generation batch_69e49a97db808190aa22d6a103a13e58 completed April 19, 2026, 9:04 a.m.
NED2 Entity disambiguation (via description) batch_69e49d71e81c8190af73931ed30e04be completed April 19, 2026, 9:16 a.m.
Created at: April 8, 2026, 9:28 p.m.