Triple

T22037359
Position Surface form Disambiguated ID Type / Status
Subject Big Fish Theory E544245 entity
Predicate producer P490 FINISHED
Object Zack Sekoff
Zack Sekoff is an American producer and musician known for his experimental, genre-blending work in contemporary hip-hop and electronic music.
 E1517874 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: Zack Sekoff | Statement: [Big Fish Theory, producer, Zack Sekoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zack Sekoff
Context triple: [Big Fish Theory, producer, Zack Sekoff]
  • A. Zackary Drucker
    Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
  • B. Zachary Sklar
    Zachary Sklar is an American screenwriter and journalist best known for co-writing Oliver Stone’s political thriller film "JFK."
  • C. Zachary Seman
    Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
  • D. Zack Stentz
    Zack Stentz is an American screenwriter and producer known for co-writing major genre films and TV series, including Marvel's "Thor" and "X-Men: First Class."
  • E. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • 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: Zack Sekoff
Triple: [Big Fish Theory, producer, Zack Sekoff]
Generated description
Zack Sekoff is an American producer and musician known for his experimental, genre-blending work in contemporary hip-hop and electronic music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zack Sekoff
Target entity description: Zack Sekoff is an American producer and musician known for his experimental, genre-blending work in contemporary hip-hop and electronic music.
  • A. Zackary Drucker
    Zackary Drucker is an American transgender artist, producer, and activist known for her work exploring gender, identity, and representation in contemporary media and art.
  • B. Zachary Sklar
    Zachary Sklar is an American screenwriter and journalist best known for co-writing Oliver Stone’s political thriller film "JFK."
  • C. Zachary Seman
    Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
  • D. Zack Stentz
    Zack Stentz is an American screenwriter and producer known for co-writing major genre films and TV series, including Marvel's "Thor" and "X-Men: First Class."
  • E. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127f32edc81909b6898af6621f56f completed April 28, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a878d1db481908687fc86efe0547e completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a88655b088190870c4ff9b6960c08 completed May 18, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0a893b67f081909967ba88ce7922a0 completed May 18, 2026, 3:36 a.m.
Created at: April 16, 2026, 8:25 p.m.