Triple

T14081565
Position Surface form Disambiguated ID Type / Status
Subject Fireflies E338880 entity
Predicate musicVideoDirector P4911 FINISHED
Object Steve Hoover
Steve Hoover is an American filmmaker and music video director known for his visually striking work on videos for artists such as Fireflies and his award-winning documentary projects.
E1079278 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: Steve Hoover | Statement: [Fireflies, musicVideoDirector, Steve Hoover]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Hoover
Context triple: [Fireflies, musicVideoDirector, Steve Hoover]
  • A. Willard Ford
    Willard Ford is an American entrepreneur and the son of actor Harrison Ford, known for his work in the Los Angeles business and design community.
  • B. James Lee Baker
    James Lee Baker, better known as BlocBoy JB, is an American rapper and songwriter recognized for his energetic style and viral hit "Look Alive" featuring Drake.
  • C. Ron Hunter
    Ron Hunter is the fictional executive officer of the U.S. nuclear submarine USS Alabama in the 1995 thriller film "Crimson Tide," portrayed by Denzel Washington.
  • D. Jack Kemp
    Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
  • E. Gary Bauer
    Gary Bauer is an American conservative activist and former U.S. presidential candidate known for his strong evangelical Christian views and leadership roles in right-wing political organizations.
  • 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: Steve Hoover
Triple: [Fireflies, musicVideoDirector, Steve Hoover]
Generated description
Steve Hoover is an American filmmaker and music video director known for his visually striking work on videos for artists such as Fireflies and his award-winning documentary projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Hoover
Target entity description: Steve Hoover is an American filmmaker and music video director known for his visually striking work on videos for artists such as Fireflies and his award-winning documentary projects.
  • A. Willard Ford
    Willard Ford is an American entrepreneur and the son of actor Harrison Ford, known for his work in the Los Angeles business and design community.
  • B. James Lee Baker
    James Lee Baker, better known as BlocBoy JB, is an American rapper and songwriter recognized for his energetic style and viral hit "Look Alive" featuring Drake.
  • C. Ron Hunter
    Ron Hunter is the fictional executive officer of the U.S. nuclear submarine USS Alabama in the 1995 thriller film "Crimson Tide," portrayed by Denzel Washington.
  • D. Jack Kemp
    Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
  • E. Gary Bauer
    Gary Bauer is an American conservative activist and former U.S. presidential candidate known for his strong evangelical Christian views and leadership roles in right-wing political organizations.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5f759c81909bfd60ab35b0937b completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0a175a48190b596ea4cf917e80e completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd21a2a408190ab335e99fcbbd9ae completed May 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcd2e1b2ec81909caab1bfc6394258 completed May 7, 2026, 5:58 p.m.
Created at: April 9, 2026, 10:21 p.m.