Triple

T4246166
Position Surface form Disambiguated ID Type / Status
Subject Sweat E95532 entity
Predicate producer P490 FINISHED
Object Ron Browz
Ron Browz is an American hip hop record producer and rapper best known for crafting hard-hitting East Coast beats and his work with artists like Nas.
E424054 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: Ron Browz | Statement: [Sweat, producer, Ron Browz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ron Browz
Context triple: [Sweat, producer, Ron Browz]
  • A. Luke Brower
    Luke Brower is a troubled but good-hearted teen taken in by the Seaver family on the sitcom "Growing Pains," portrayed by Leonardo DiCaprio.
  • B. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • C. Brice Mack
    Brice Mack was an American animator, storyboard artist, and background painter best known for his work at Walt Disney Studios during the Golden Age of animation.
  • D. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • E. Chuck Brown
    Chuck Brown was an American guitarist, bandleader, and singer widely regarded as the "Godfather of Go-Go" for pioneering the Washington, D.C.–based funk subgenre.
  • 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: Ron Browz
Triple: [Sweat, producer, Ron Browz]
Generated description
Ron Browz is an American hip hop record producer and rapper best known for crafting hard-hitting East Coast beats and his work with artists like Nas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ron Browz
Target entity description: Ron Browz is an American hip hop record producer and rapper best known for crafting hard-hitting East Coast beats and his work with artists like Nas.
  • A. Luke Brower
    Luke Brower is a troubled but good-hearted teen taken in by the Seaver family on the sitcom "Growing Pains," portrayed by Leonardo DiCaprio.
  • B. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • C. Brice Mack
    Brice Mack was an American animator, storyboard artist, and background painter best known for his work at Walt Disney Studios during the Golden Age of animation.
  • D. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • E. Chuck Brown
    Chuck Brown was an American guitarist, bandleader, and singer widely regarded as the "Godfather of Go-Go" for pioneering the Washington, D.C.–based funk subgenre.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e8db5bc8190873c5ae3753aaa58 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87993648190b2969505cdf3c554 completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a966f154819083f7864b154f7518 completed March 14, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69b5aa0ed71c81908d9bf530b4557984 completed March 14, 2026, 6:33 p.m.
Created at: March 12, 2026, 11:05 p.m.