Triple

T4357253
Position Surface form Disambiguated ID Type / Status
Subject All Summer Long E98179 entity
Predicate producer P490 FINISHED
Object Marvin Shaouni
Marvin Shaouni is a music producer best known for his work on Kid Rock’s hit single “All Summer Long.”
 E436219 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: Marvin Shaouni | Statement: [All Summer Long, producer, Marvin Shaouni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marvin Shaouni
Context triple: [All Summer Long, producer, Marvin Shaouni]
  • A. Marvin Krislov
    Marvin Krislov is an American academic leader and former president of Oberlin College who serves as the president of Pace University in New York.
  • B. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • C. John Norville
    John Norville is a screenwriter best known for co-writing the story for Disney's adventure film "Jungle Cruise."
  • D. Phil Silvers
    Phil Silvers was an American comedian and actor best known for his fast-talking, scheming persona, especially in the classic TV series "The Phil Silvers Show" where he played Sergeant Bilko.
  • E. Sam Denoff
    Sam Denoff was an American television writer and producer best known for his influential work on classic sitcoms such as "The Dick Van Dyke Show" and "That Girl."
  • 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: Marvin Shaouni
Triple: [All Summer Long, producer, Marvin Shaouni]
Generated description
Marvin Shaouni is a music producer best known for his work on Kid Rock’s hit single “All Summer Long.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marvin Shaouni
Target entity description: Marvin Shaouni is a music producer best known for his work on Kid Rock’s hit single “All Summer Long.”
  • A. Marvin Krislov
    Marvin Krislov is an American academic leader and former president of Oberlin College who serves as the president of Pace University in New York.
  • B. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • C. John Norville
    John Norville is a screenwriter best known for co-writing the story for Disney's adventure film "Jungle Cruise."
  • D. Phil Silvers
    Phil Silvers was an American comedian and actor best known for his fast-talking, scheming persona, especially in the classic TV series "The Phil Silvers Show" where he played Sergeant Bilko.
  • E. Sam Denoff
    Sam Denoff was an American television writer and producer best known for his influential work on classic sitcoms such as "The Dick Van Dyke Show" and "That Girl."
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e501671c8190bf8a9998f46a9f3b completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:16 p.m.