Triple

T10006340
Position Surface form Disambiguated ID Type / Status
Subject If I’m Unworthy E198251 entity
Predicate producer P490 FINISHED
Object Tony Berg
Tony Berg is an American record producer and A&R executive known for his work with a wide range of rock, pop, and alternative artists.
 E836072 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 Berg | Statement: [If I’m Unworthy, producer, Tony Berg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Berg
Context triple: [If I’m Unworthy, producer, Tony Berg]
  • A. Jerry Colonna
    Jerry Colonna was an American comedian, actor, and musician best known for his wild-eyed persona and frequent collaborations with Bob Hope in radio, film, and television.
  • B. Greg Amsinger
    Greg Amsinger is an American sportscaster best known as a studio host and anchor for MLB Network’s baseball coverage.
  • C. Danny Tamberelli
    Danny Tamberelli is an American actor, comedian, and musician best known for his childhood roles on Nickelodeon shows like The Adventures of Pete & Pete and All That.
  • D. Danny Antonucci
    Danny Antonucci is a Canadian animator, director, and producer best known for creating the Cartoon Network series "Ed, Edd n Eddy" and for his work in edgy, independent animation.
  • E. Chad Seiter
    Chad Seiter is an American composer and orchestrator known for his work on television series, films, and video game soundtracks.
  • 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 Berg
Triple: [If I’m Unworthy, producer, Tony Berg]
Generated description
Tony Berg is an American record producer and A&R executive known for his work with a wide range of rock, pop, and alternative artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Berg
Target entity description: Tony Berg is an American record producer and A&R executive known for his work with a wide range of rock, pop, and alternative artists.
  • A. Jerry Colonna
    Jerry Colonna was an American comedian, actor, and musician best known for his wild-eyed persona and frequent collaborations with Bob Hope in radio, film, and television.
  • B. Greg Amsinger
    Greg Amsinger is an American sportscaster best known as a studio host and anchor for MLB Network’s baseball coverage.
  • C. Danny Tamberelli
    Danny Tamberelli is an American actor, comedian, and musician best known for his childhood roles on Nickelodeon shows like The Adventures of Pete & Pete and All That.
  • D. Danny Antonucci
    Danny Antonucci is a Canadian animator, director, and producer best known for creating the Cartoon Network series "Ed, Edd n Eddy" and for his work in edgy, independent animation.
  • E. Chad Seiter
    Chad Seiter is an American composer and orchestrator known for his work on television series, films, and video game soundtracks.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd16afb481909a5d5893e024683f completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a5d7e088190b5b1a852bfdc9073 completed April 5, 2026, 1:57 p.m.
NEDg Description generation batch_69d26ce0394c8190b8ea0c2ce125ef1b completed April 5, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69d270ad815481909806533bc8480c09 completed April 5, 2026, 2:24 p.m.
Created at: March 30, 2026, 8:51 p.m.