Triple

T13830274
Position Surface form Disambiguated ID Type / Status
Subject Organized Noize E332378 entity
Predicate hasMemberRole P161 FINISHED
Object Ray Murray – producer
Ray Murray is an American hip-hop producer best known as a founding member of the influential Atlanta production collective Organized Noize, which crafted seminal tracks for artists like OutKast and Goodie Mob.
E1064692 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: Ray Murray – producer | Statement: [Organized Noize, hasMemberRole, Ray Murray – producer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Murray – producer
Context triple: [Organized Noize, hasMemberRole, Ray Murray – producer]
  • A. Francis Wolff (record producer)
    Francis Wolff was a German-born American record producer and photographer best known for co-founding Blue Note Records and documenting its legendary jazz sessions.
  • B. Raymond Hood
    Raymond Hood was a prominent early 20th-century American architect known for his influential skyscraper designs and contributions to the Art Deco style.
  • C. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • D. Miguel and Salaam Remi
    Miguel and Salaam Remi are a singer-songwriter and record producer duo known for their smooth, soulful R&B collaborations.
  • E. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • 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: Ray Murray – producer
Triple: [Organized Noize, hasMemberRole, Ray Murray – producer]
Generated description
Ray Murray is an American hip-hop producer best known as a founding member of the influential Atlanta production collective Organized Noize, which crafted seminal tracks for artists like OutKast and Goodie Mob.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Murray – producer
Target entity description: Ray Murray is an American hip-hop producer best known as a founding member of the influential Atlanta production collective Organized Noize, which crafted seminal tracks for artists like OutKast and Goodie Mob.
  • A. Francis Wolff (record producer)
    Francis Wolff was a German-born American record producer and photographer best known for co-founding Blue Note Records and documenting its legendary jazz sessions.
  • B. Raymond Hood
    Raymond Hood was a prominent early 20th-century American architect known for his influential skyscraper designs and contributions to the Art Deco style.
  • C. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • D. Miguel and Salaam Remi
    Miguel and Salaam Remi are a singer-songwriter and record producer duo known for their smooth, soulful R&B collaborations.
  • E. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02970df88190a1bf35dffd131d9d completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8ebf2608190b1071ee6967fa8d3 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.