Triple

T1747861
Position Surface form Disambiguated ID Type / Status
Subject Joker (2019 film) E38375 entity
Predicate castMember P1668 FINISHED
Object Shea Whigham
Shea Whigham is an American character actor known for his intense, often gritty supporting roles in film and television, including prominent parts in series like "Boardwalk Empire" and numerous acclaimed movies.
E205558 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: Shea Whigham | Statement: [Joker (2019 film), castMember, Shea Whigham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shea Whigham
Context triple: [Joker (2019 film), castMember, Shea Whigham]
  • A. James Badge Dale
    James Badge Dale is an American actor known for his intense character roles in film and television, including performances in projects like "The Pacific," "Iron Man 3," and "World War Z."
  • B. Michael Shannon
    Michael Shannon is an American actor known for his intense, often villainous roles in films such as "Revolutionary Road," "Take Shelter," and "The Shape of Water," as well as his acclaimed work in television and theater.
  • C. Jared Harris
    Jared Harris is a British actor known for his character roles in film and television, including acclaimed performances in series like "Mad Men," "Chernobyl," and "The Crown."
  • D. Denis O'Hare
    Denis O'Hare is an American actor known for his versatile character roles in film, television, and theater, including prominent appearances in "American Horror Story" and "True Blood."
  • E. Geoffrey Wright
    Geoffrey Wright is an Australian film director best known for his gritty and controversial work, including the neo-Nazi skinhead drama "Romper Stomper."
  • 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: Shea Whigham
Triple: [Joker (2019 film), castMember, Shea Whigham]
Generated description
Shea Whigham is an American character actor known for his intense, often gritty supporting roles in film and television, including prominent parts in series like "Boardwalk Empire" and numerous acclaimed movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shea Whigham
Target entity description: Shea Whigham is an American character actor known for his intense, often gritty supporting roles in film and television, including prominent parts in series like "Boardwalk Empire" and numerous acclaimed movies.
  • A. James Badge Dale
    James Badge Dale is an American actor known for his intense character roles in film and television, including performances in projects like "The Pacific," "Iron Man 3," and "World War Z."
  • B. Michael Shannon
    Michael Shannon is an American actor known for his intense, often villainous roles in films such as "Revolutionary Road," "Take Shelter," and "The Shape of Water," as well as his acclaimed work in television and theater.
  • C. Jared Harris
    Jared Harris is a British actor known for his character roles in film and television, including acclaimed performances in series like "Mad Men," "Chernobyl," and "The Crown."
  • D. Denis O'Hare
    Denis O'Hare is an American actor known for his versatile character roles in film, television, and theater, including prominent appearances in "American Horror Story" and "True Blood."
  • E. Geoffrey Wright
    Geoffrey Wright is an Australian film director best known for his gritty and controversial work, including the neo-Nazi skinhead drama "Romper Stomper."
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ecda0c819091f81942a5bde31d completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc99dab1c8190802d01ece5fcdd22 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaed1f788190b14c3e2d2c3036d9 completed March 8, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69adcbee97e88190adc1315c0a5013ab completed March 8, 2026, 7:20 p.m.
Created at: March 4, 2026, 7:31 p.m.