Triple

T13794528
Position Surface form Disambiguated ID Type / Status
Subject Crew Love E331481 entity
Predicate writer P1360 FINISHED
Object Benjamin Levin
Benjamin Levin is a songwriter and producer best known for his work on Drake and The Weeknd’s hit track “Crew Love.”
E337886 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: Benjamin Levin | Statement: [Crew Love, writer, Benjamin Levin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Levin
Context triple: [Crew Love, writer, Benjamin Levin]
  • A. Benjamin Joseph Levin
    Benjamin Joseph Levin, better known as Benny Blanco, is an American record producer, songwriter, and musician recognized for crafting numerous chart-topping pop hits for major artists.
  • B. Benjamin Frankel
    Benjamin Frankel was a 20th-century British composer best known for his film scores and contributions to modern classical music.
  • C. Nathan Resnick
    Nathan Resnick is an American entrepreneur best known as the founder and CEO of Sourcify, a platform that helps companies streamline and manage their product manufacturing overseas.
  • D. Jonah Edelman
    Jonah Edelman is an American education reform advocate and co-founder of the nonprofit organization Stand for Children, known for his work on public school policy and advocacy.
  • E. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • 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: Benjamin Levin
Triple: [Crew Love, writer, Benjamin Levin]
Generated description
Benjamin Levin is a songwriter and producer best known for his work on Drake and The Weeknd’s hit track “Crew Love.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Levin
Target entity description: Benjamin Levin is a songwriter and producer best known for his work on Drake and The Weeknd’s hit track “Crew Love.”
  • A. Benjamin Joseph Levin chosen
    Benjamin Joseph Levin, better known as Benny Blanco, is an American record producer, songwriter, and musician recognized for crafting numerous chart-topping pop hits for major artists.
  • B. Benjamin Frankel
    Benjamin Frankel was a 20th-century British composer best known for his film scores and contributions to modern classical music.
  • C. Nathan Resnick
    Nathan Resnick is an American entrepreneur best known as the founder and CEO of Sourcify, a platform that helps companies streamline and manage their product manufacturing overseas.
  • D. Jonah Edelman
    Jonah Edelman is an American education reform advocate and co-founder of the nonprofit organization Stand for Children, known for his work on public school policy and advocacy.
  • E. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • F. None of above.

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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c20e45c8190968a5d88a2b3fe37 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd5067188c81908328426b8bafb6dc completed May 8, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fd511fe3d48190af66cb10abeb7499 completed May 8, 2026, 2:57 a.m.
Created at: April 9, 2026, 10:11 p.m.