Triple

T7830372
Position Surface form Disambiguated ID Type / Status
Subject Wonderland E181349 entity
Predicate producer P490 FINISHED
Object Tony Hoffer
Tony Hoffer is an American record producer and mixer known for his work with artists such as Beck, M83, and The Kooks, shaping distinctive indie and alternative rock sounds.
 E726749 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: Tony Hoffer | Statement: [Wonderland, producer, Tony Hoffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Hoffer
Context triple: [Wonderland, producer, Tony Hoffer]
  • A. Rob Hoffman
    Rob Hoffman is a music producer best known for his work in hip-hop and R&B, including collaborations with prominent artists in the genre.
  • B. Scott Hoffman
    Scott Hoffman is an American musician best known as the keyboardist and songwriter for the pop-rock band Scissor Sisters, where he performs under the stage name Babydaddy.
  • C. Paul Hackett
    Paul Hackett is a former U.S. Marine and Iraq War veteran best known for his high-profile 2005 special election campaign as a Democratic congressional candidate in Ohio.
  • D. Dan Houser
    Dan Houser is a British video game writer and producer best known as the co-founder of Rockstar Games and a lead creative behind the Grand Theft Auto and Red Dead Redemption series.
  • E. Brian Blosil
    Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
  • 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: Tony Hoffer
Triple: [Wonderland, producer, Tony Hoffer]
Generated description
Tony Hoffer is an American record producer and mixer known for his work with artists such as Beck, M83, and The Kooks, shaping distinctive indie and alternative rock sounds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Hoffer
Target entity description: Tony Hoffer is an American record producer and mixer known for his work with artists such as Beck, M83, and The Kooks, shaping distinctive indie and alternative rock sounds.
  • A. Rob Hoffman
    Rob Hoffman is a music producer best known for his work in hip-hop and R&B, including collaborations with prominent artists in the genre.
  • B. Scott Hoffman
    Scott Hoffman is an American musician best known as the keyboardist and songwriter for the pop-rock band Scissor Sisters, where he performs under the stage name Babydaddy.
  • C. Paul Hackett
    Paul Hackett is a former U.S. Marine and Iraq War veteran best known for his high-profile 2005 special election campaign as a Democratic congressional candidate in Ohio.
  • D. Dan Houser
    Dan Houser is a British video game writer and producer best known as the co-founder of Rockstar Games and a lead creative behind the Grand Theft Auto and Red Dead Redemption series.
  • E. Brian Blosil
    Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
  • 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_69ca8282ccec819083c48efb72d21cf9 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb04ac013c81909533fa348776f50c completed March 30, 2026, 11:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69cd9423b4608190acbe4a3141890a05 completed April 1, 2026, 9:54 p.m.
NEDg Description generation batch_69cdb20cc18081908269516e49ce0fd3 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb44ff9a88190bbcb4a56f9b44dc1 completed April 2, 2026, 12:12 a.m.
Created at: March 30, 2026, 4:44 p.m.