Triple

T6291829
Position Surface form Disambiguated ID Type / Status
Subject Fireman E141035 entity
Predicate producer P490 FINISHED
Object Doe Boyz
Doe Boyz is a hip-hop production duo known for crafting beats for rapper Fireman and other artists in the rap scene.
 E582020 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: Doe Boyz | Statement: [Fireman, producer, Doe Boyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doe Boyz
Context triple: [Fireman, producer, Doe Boyz]
  • A. The Style Boyz
    The Style Boyz is a fictional pop-rap boy band from the mockumentary film "Popstar: Never Stop Never Stopping," known as the original group of the character Conner4Real.
  • B. Wildboyz
    Wildboyz is a comedic reality TV series featuring Jackass alumni Steve-O and Chris Pontius traveling the world to perform outrageous stunts and interact with wildlife and local cultures.
  • C. Heavy D & the Boyz
    Heavy D & the Boyz were a popular late-1980s and early-1990s hip hop group led by rapper Heavy D, known for their upbeat, danceable tracks and crossover appeal.
  • D. Hot Boys
    Hot Boys was a late-1990s New Orleans hip hop group on Cash Money Records known for helping launch the careers of Lil Wayne, Juvenile, B.G., and Turk.
  • E. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • 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: Doe Boyz
Triple: [Fireman, producer, Doe Boyz]
Generated description
Doe Boyz is a hip-hop production duo known for crafting beats for rapper Fireman and other artists in the rap scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doe Boyz
Target entity description: Doe Boyz is a hip-hop production duo known for crafting beats for rapper Fireman and other artists in the rap scene.
  • A. The Style Boyz
    The Style Boyz is a fictional pop-rap boy band from the mockumentary film "Popstar: Never Stop Never Stopping," known as the original group of the character Conner4Real.
  • B. Wildboyz
    Wildboyz is a comedic reality TV series featuring Jackass alumni Steve-O and Chris Pontius traveling the world to perform outrageous stunts and interact with wildlife and local cultures.
  • C. Heavy D & the Boyz
    Heavy D & the Boyz were a popular late-1980s and early-1990s hip hop group led by rapper Heavy D, known for their upbeat, danceable tracks and crossover appeal.
  • D. Hot Boys
    Hot Boys was a late-1990s New Orleans hip hop group on Cash Money Records known for helping launch the careers of Lil Wayne, Juvenile, B.G., and Turk.
  • E. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0641ea224819097b6962e6014c690 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51983afd081908d2cfeaeccb40bcb completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51ec56e408190968adb66d97e1e3e completed March 26, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69c51f99ed0c81908c921b3932b59879 completed March 26, 2026, 11:59 a.m.
Created at: March 22, 2026, 4:27 p.m.