Triple

T4560089
Position Surface form Disambiguated ID Type / Status
Subject I, Tonya E120570 entity
Predicate characterPortrayed P1507 FINISHED
Object Paul Walter Hauser as Shawn Eckhardt
Paul Walter Hauser as Shawn Eckhardt refers to the actor’s portrayal of the delusional, self-styled bodyguard involved in the attack plot in the biographical film "I, Tonya."
 E452292 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 Walter Hauser as Shawn Eckhardt | Statement: [I, Tonya, characterPortrayed, Paul Walter Hauser as Shawn Eckhardt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Walter Hauser as Shawn Eckhardt
Context triple: [I, Tonya, characterPortrayed, Paul Walter Hauser as Shawn Eckhardt]
  • A. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • B. Brian Kerwin as Hank Mitchell
    Brian Kerwin as Hank Mitchell refers to the character of a heroic adventurer and love interest played by Brian Kerwin in the 1986 monster film "King Kong Lives."
  • C. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • D. Edward Norton as Derek Vinyard
    Edward Norton as Derek Vinyard is a powerful portrayal of a former neo-Nazi skinhead struggling with hatred, redemption, and the consequences of racism in the film American History X.
  • E. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • 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 Walter Hauser as Shawn Eckhardt
Triple: [I, Tonya, characterPortrayed, Paul Walter Hauser as Shawn Eckhardt]
Generated description
Paul Walter Hauser as Shawn Eckhardt refers to the actor’s portrayal of the delusional, self-styled bodyguard involved in the attack plot in the biographical film "I, Tonya."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Walter Hauser as Shawn Eckhardt
Target entity description: Paul Walter Hauser as Shawn Eckhardt refers to the actor’s portrayal of the delusional, self-styled bodyguard involved in the attack plot in the biographical film "I, Tonya."
  • A. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • B. Brian Kerwin as Hank Mitchell
    Brian Kerwin as Hank Mitchell refers to the character of a heroic adventurer and love interest played by Brian Kerwin in the 1986 monster film "King Kong Lives."
  • C. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • D. Edward Norton as Derek Vinyard
    Edward Norton as Derek Vinyard is a powerful portrayal of a former neo-Nazi skinhead struggling with hatred, redemption, and the consequences of racism in the film American History X.
  • E. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd582b871c8190be0b70c76d639000 completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.