Triple

T6463585
Position Surface form Disambiguated ID Type / Status
Subject Romeo Must Die E142178 entity
Predicate screenwriter P2831 FINISHED
Object Eric Bernt
Eric Bernt is an American screenwriter known for his work on action and thriller films, including the 2000 martial arts crime movie "Romeo Must Die."
E595298 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: Eric Bernt | Statement: [Romeo Must Die, screenwriter, Eric Bernt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eric Bernt
Context triple: [Romeo Must Die, screenwriter, Eric Bernt]
  • A. Eric Bernthal
    Eric Bernthal is an American lawyer and former chair of the Humane Society of the United States, best known as the father of actor Jon Bernthal.
  • B. Eric Bergstol
    Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
  • C. Eric Sigler
    Eric Sigler is a researcher known for co-authoring influential work in artificial intelligence and machine learning alongside Tom B. Brown.
  • D. Erik Selvig
    Erik Selvig is a fictional astrophysicist in the Marvel Cinematic Universe who becomes a close ally of Thor and plays a key role in studying and understanding cosmic phenomena.
  • E. Carl Erickson
    Carl Erickson was an American screenwriter active in early 20th-century Hollywood, known for his work on several studio films during the 1930s.
  • 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: Eric Bernt
Triple: [Romeo Must Die, screenwriter, Eric Bernt]
Generated description
Eric Bernt is an American screenwriter known for his work on action and thriller films, including the 2000 martial arts crime movie "Romeo Must Die."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eric Bernt
Target entity description: Eric Bernt is an American screenwriter known for his work on action and thriller films, including the 2000 martial arts crime movie "Romeo Must Die."
  • A. Eric Bernthal
    Eric Bernthal is an American lawyer and former chair of the Humane Society of the United States, best known as the father of actor Jon Bernthal.
  • B. Eric Bergstol
    Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
  • C. Eric Sigler
    Eric Sigler is a researcher known for co-authoring influential work in artificial intelligence and machine learning alongside Tom B. Brown.
  • D. Erik Selvig
    Erik Selvig is a fictional astrophysicist in the Marvel Cinematic Universe who becomes a close ally of Thor and plays a key role in studying and understanding cosmic phenomena.
  • E. Carl Erickson
    Carl Erickson was an American screenwriter active in early 20th-century Hollywood, known for his work on several studio films during the 1930s.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f9b58081909412b9da753b9285 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653971f988190847187ae60b6eeb5 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c654907e1081908a322bd8ac03cd88 completed March 27, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69c654fafcd88190b28d49e9fe264246 completed March 27, 2026, 9:59 a.m.
Created at: March 22, 2026, 4:49 p.m.