Triple

T6291985
Position Surface form Disambiguated ID Type / Status
Subject Hot Boys E141038 entity
Predicate notableSong P4 FINISHED
Object I Need A Hot Girl
"I Need A Hot Girl" is a hip hop track by the group Hot Boys, known for its catchy hook and representation of late-1990s Southern rap.
 E582029 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: I Need A Hot Girl | Statement: [Hot Boys, notableSong, I Need A Hot Girl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need A Hot Girl
Context triple: [Hot Boys, notableSong, I Need A Hot Girl]
  • A. I Need My Girl
    "I Need My Girl" is a melancholic indie rock song by The National, known for its introspective lyrics and atmospheric, emotionally resonant sound.
  • B. Drunk and Hot Girls
    "Drunk and Hot Girls" is a controversial, slow-tempo hip-hop track by Kanye West featuring Mos Def from his 2007 album Graduation.
  • C. Your Girl
    "Your Girl" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*.
  • D. Hot N***a
    "Hot N***a" is a breakout 2014 hip-hop single by Bobby Shmurda that became a viral hit and a defining track of New York drill-influenced rap.
  • E. Girls Want Girls
    "Girls Want Girls" is a popular hip-hop/R&B track best known as a Drake song featuring Lil Baby, noted for its melodic delivery and controversial, flirtatious lyrics.
  • 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: I Need A Hot Girl
Triple: [Hot Boys, notableSong, I Need A Hot Girl]
Generated description
"I Need A Hot Girl" is a hip hop track by the group Hot Boys, known for its catchy hook and representation of late-1990s Southern rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need A Hot Girl
Target entity description: "I Need A Hot Girl" is a hip hop track by the group Hot Boys, known for its catchy hook and representation of late-1990s Southern rap.
  • A. I Need My Girl
    "I Need My Girl" is a melancholic indie rock song by The National, known for its introspective lyrics and atmospheric, emotionally resonant sound.
  • B. Drunk and Hot Girls
    "Drunk and Hot Girls" is a controversial, slow-tempo hip-hop track by Kanye West featuring Mos Def from his 2007 album Graduation.
  • C. Your Girl
    "Your Girl" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*.
  • D. Hot N***a
    "Hot N***a" is a breakout 2014 hip-hop single by Bobby Shmurda that became a viral hit and a defining track of New York drill-influenced rap.
  • E. Girls Want Girls
    "Girls Want Girls" is a popular hip-hop/R&B track best known as a Drake song featuring Lil Baby, noted for its melodic delivery and controversial, flirtatious lyrics.
  • 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.