Triple

T6154923
Position Surface form Disambiguated ID Type / Status
Subject Black Milk E137295 entity
Predicate associatedWith P37 FINISHED
Object Guilty Simpson
Guilty Simpson is a Detroit-based hip-hop MC known for his gritty lyricism and frequent collaborations with producer Black Milk and other underground rap artists.
 E572734 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: Guilty Simpson | Statement: [Black Milk, associatedWith, Guilty Simpson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guilty Simpson
Context triple: [Black Milk, associatedWith, Guilty Simpson]
  • A. Shenanigans
    Shenanigans is a 2002 compilation album by American punk rock band Green Day, featuring B-sides, rarities, and previously unreleased tracks.
  • B. Guilt Trip
    "Guilt Trip" is a moody, experimental hip-hop track by Kanye West that blends atmospheric production with introspective lyrics about regret and emotional conflict.
  • C. Simpson
    Simpson is a common English-language surname borne by numerous notable individuals across fields such as science, politics, sports, and entertainment.
  • D. South Park
    South Park is an animated satirical television series known for its crude humor and sharp social and political commentary, created by Trey Parker and Matt Stone.
  • E. South Park
    South Park is a public park in Oxford, England, known for its expansive green space, city views, and use as a venue for community events and festivals.
  • 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: Guilty Simpson
Triple: [Black Milk, associatedWith, Guilty Simpson]
Generated description
Guilty Simpson is a Detroit-based hip-hop MC known for his gritty lyricism and frequent collaborations with producer Black Milk and other underground rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guilty Simpson
Target entity description: Guilty Simpson is a Detroit-based hip-hop MC known for his gritty lyricism and frequent collaborations with producer Black Milk and other underground rap artists.
  • A. Shenanigans
    Shenanigans is a 2002 compilation album by American punk rock band Green Day, featuring B-sides, rarities, and previously unreleased tracks.
  • B. Guilt Trip
    "Guilt Trip" is a moody, experimental hip-hop track by Kanye West that blends atmospheric production with introspective lyrics about regret and emotional conflict.
  • C. Simpson
    Simpson is a common English-language surname borne by numerous notable individuals across fields such as science, politics, sports, and entertainment.
  • D. South Park
    South Park is an animated satirical television series known for its crude humor and sharp social and political commentary, created by Trey Parker and Matt Stone.
  • E. South Park
    South Park is a public park in Oxford, England, known for its expansive green space, city views, and use as a venue for community events and festivals.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d01ddb0819085b5f5338b86a25d completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1418195d8819092743f323430b9a8 completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c144696f80819092131e86a3bb3b63 completed March 23, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_69c144c523c48190a709342dc031d2b8 completed March 23, 2026, 1:48 p.m.
Created at: March 22, 2026, 4:17 p.m.