Triple

T7442709
Position Surface form Disambiguated ID Type / Status
Subject Steel (1997 film) E171792 entity
Predicate antagonistCharacter P18963 FINISHED
Object Nathaniel Burke
Nathaniel Burke is the primary villain in the 1997 superhero film "Steel," serving as the main adversary to the armored hero John Henry Irons.
E665506 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: Nathaniel Burke | Statement: [Steel (1997 film), antagonistCharacter, Nathaniel Burke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nathaniel Burke
Context triple: [Steel (1997 film), antagonistCharacter, Nathaniel Burke]
  • A. Nathaniel Parker
    Nathaniel Parker is an English actor known for his work in film, television, and theatre, including roles in adaptations of classic literature and popular detective dramas.
  • B. Nathaniel Brown
    Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
  • C. Nathaniel Eaton
    Nathaniel Eaton was a 17th-century English-born clergyman and educator best known as the first head of Harvard College, whose harsh disciplinary methods led to his dismissal and later life in disgrace.
  • D. William Belton
    William Belton was the namesake of the city of Belton in Missouri, United States, likely a locally significant historical figure such as an early settler, landowner, or community leader.
  • E. Francis Smith
    Francis Smith was a British Army officer best known for leading the regular troops during the opening engagements of the American Revolutionary War at Lexington and Concord in 1775.
  • 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: Nathaniel Burke
Triple: [Steel (1997 film), antagonistCharacter, Nathaniel Burke]
Generated description
Nathaniel Burke is the primary villain in the 1997 superhero film "Steel," serving as the main adversary to the armored hero John Henry Irons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nathaniel Burke
Target entity description: Nathaniel Burke is the primary villain in the 1997 superhero film "Steel," serving as the main adversary to the armored hero John Henry Irons.
  • A. Nathaniel Parker
    Nathaniel Parker is an English actor known for his work in film, television, and theatre, including roles in adaptations of classic literature and popular detective dramas.
  • B. Nathaniel Brown
    Nathaniel Brown was the longtime husband of Rebbie Jackson, the eldest sibling of the Jackson musical family.
  • C. Nathaniel Eaton
    Nathaniel Eaton was a 17th-century English-born clergyman and educator best known as the first head of Harvard College, whose harsh disciplinary methods led to his dismissal and later life in disgrace.
  • D. William Belton
    William Belton was the namesake of the city of Belton in Missouri, United States, likely a locally significant historical figure such as an early settler, landowner, or community leader.
  • E. Francis Smith
    Francis Smith was a British Army officer best known for leading the regular troops during the opening engagements of the American Revolutionary War at Lexington and Concord in 1775.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36d0fbc81908cb7cfe99f80de08 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8279c9cec8190bde450f845f7d0ea completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828c8b0588190a5a99380dc25d837 completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8296962b48190b9f5cc4a66b93b91 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:13 p.m.