Triple

T6977187
Position Surface form Disambiguated ID Type / Status
Subject All I Ever Wanted E161742 entity
Predicate producer P490 FINISHED
Object Howard Benson
Howard Benson is a Grammy-nominated American record producer known for his work with prominent rock and pop artists such as My Chemical Romance, Daughtry, and Kelly Clarkson.
E635841 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: Howard Benson | Statement: [All I Ever Wanted, producer, Howard Benson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howard Benson
Context triple: [All I Ever Wanted, producer, Howard Benson]
  • A. Howard Bowen
    Howard Bowen was an American economist and university administrator best known for pioneering the concept of corporate social responsibility in modern business ethics.
  • B. Glenn Williamson
    Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
  • C. Howard Sherman
    Howard Sherman is an American businessman and film producer best known as the husband of actress Sela Ward.
  • D. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • E. Howard Coit
    Howard Coit was the husband of San Francisco socialite and philanthropist Lillie Hitchcock Coit, after whom Coit Tower is named.
  • 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: Howard Benson
Triple: [All I Ever Wanted, producer, Howard Benson]
Generated description
Howard Benson is a Grammy-nominated American record producer known for his work with prominent rock and pop artists such as My Chemical Romance, Daughtry, and Kelly Clarkson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howard Benson
Target entity description: Howard Benson is a Grammy-nominated American record producer known for his work with prominent rock and pop artists such as My Chemical Romance, Daughtry, and Kelly Clarkson.
  • A. Howard Bowen
    Howard Bowen was an American economist and university administrator best known for pioneering the concept of corporate social responsibility in modern business ethics.
  • B. Glenn Williamson
    Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
  • C. Howard Sherman
    Howard Sherman is an American businessman and film producer best known as the husband of actress Sela Ward.
  • D. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • E. Howard Coit
    Howard Coit was the husband of San Francisco socialite and philanthropist Lillie Hitchcock Coit, after whom Coit Tower is named.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db677bbc8190a084b6951e5c3182 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a0ad57c81909aec9f619dc68bd7 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76aac21448190ac2b94c836f2f725 completed March 28, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69c76b3efc0081909e506f9a828d4fd8 completed March 28, 2026, 5:46 a.m.
Created at: March 27, 2026, 2:31 p.m.