Triple

T6414646
Position Surface form Disambiguated ID Type / Status
Subject Hot N***a E127792 entity
Predicate hasCensoredTitleVariant P70524 FINISHED
Object Hot Boy
"Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
E593098 NE FINISHED

How this triple was built (5 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: Hot Boy | Statement: [Hot N***a, hasCensoredTitleVariant, Hot Boy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hot Boy
Context triple: [Hot N***a, hasCensoredTitleVariant, Hot Boy]
  • A. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • B. Holla at Your Boy
    "Holla at Your Boy" is a breakout Afrobeats single by Nigerian artist Wizkid that helped launch him to mainstream fame.
  • C. This Boy
    "This Boy" is a memoir by British politician Alan Johnson that recounts his impoverished childhood in post-war London.
  • D. Like a Boy
    "Like a Boy" is a 2007 R&B single by Ciara that explores gender double standards in relationships through a role-reversal concept and assertive lyrics.
  • E. Oh Boy
    "Oh Boy" is a 2002 hit hip-hop single by Cam'ron featuring Juelz Santana, known for its catchy pitched-up soul sample and major impact on early-2000s rap.
  • 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: Hot Boy
Triple: [Hot N***a, hasCensoredTitleVariant, Hot Boy]
Generated description
"Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hot Boy
Target entity description: "Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
  • A. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • B. Holla at Your Boy
    "Holla at Your Boy" is a breakout Afrobeats single by Nigerian artist Wizkid that helped launch him to mainstream fame.
  • C. This Boy
    "This Boy" is a memoir by British politician Alan Johnson that recounts his impoverished childhood in post-war London.
  • D. Like a Boy
    "Like a Boy" is a 2007 R&B single by Ciara that explores gender double standards in relationships through a role-reversal concept and assertive lyrics.
  • E. Oh Boy
    "Oh Boy" is a 2002 hit hip-hop single by Cam'ron featuring Juelz Santana, known for its catchy pitched-up soul sample and major impact on early-2000s rap.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCensoredTitleVariant
Context triple: [Hot N***a, hasCensoredTitleVariant, Hot Boy]
  • A. hasCultTitle
    Indicates that an entity is known by or associated with a specific cult-related title or honorific.
  • B. hasTitleInTransliteration
    Indicates that an entity has a specific title represented in a transliterated form from another writing system.
  • C. hasLatinTitle
    Indicates that an entity possesses a title or name expressed in Latin.
  • D. hasTitleInRevisedRomanization
    Indicates that an entity has a specific title expressed using the Revised Romanization system for Korean.
  • E. hasLatinTitleOf
    Indicates that one entity has, uses, or is associated with the Latin-language title corresponding to another entity.
  • F. None of above. chosen

Provenance (7 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068e6bd3881909b1979de5cdf17fb completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640c7946081908bb410fcf905535c completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6426e46bc8190b114dd4f26d31e60 completed March 27, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69c6431c55fc8190ab028fe93a7895ca completed March 27, 2026, 8:43 a.m.
PD Predicate disambiguation batch_69c060f5d4e481909d1366190607b586 completed March 22, 2026, 9:36 p.m.
PDg Predicate description generation batch_69c0623d23448190a75cf5d802fc0a02 completed March 22, 2026, 9:42 p.m.
Created at: March 22, 2026, 4:42 p.m.