Triple

T1627104
Position Surface form Disambiguated ID Type / Status
Subject LL Cool J E35169 entity
Predicate notableSong P4 FINISHED
Object I Need a Beat
"I Need a Beat" is an early hip-hop single by LL Cool J that helped launch his career and establish Def Jam Recordings in the mid-1980s.
E184592 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 Beat | Statement: [LL Cool J, notableSong, I Need a Beat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Need a Beat
Context triple: [LL Cool J, notableSong, I Need a Beat]
  • A. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • B. Beat of the Future
    Beat of the Future was the futuristic, youth-oriented musical theme featured in the halftime show of Super Bowl XX.
  • C. I Wanna Be Down
    "I Wanna Be Down" is the 1994 debut single by American singer Brandy, a smooth R&B track that became a major hit and helped launch her music career.
  • D. Who We Be
    "Who We Be" is a socially conscious hip-hop track by DMX that reflects on identity, struggle, and systemic injustice through a rapid-fire list-style lyrical delivery.
  • E. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • 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 Beat
Triple: [LL Cool J, notableSong, I Need a Beat]
Generated description
"I Need a Beat" is an early hip-hop single by LL Cool J that helped launch his career and establish Def Jam Recordings in the mid-1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Need a Beat
Target entity description: "I Need a Beat" is an early hip-hop single by LL Cool J that helped launch his career and establish Def Jam Recordings in the mid-1980s.
  • A. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • B. Beat of the Future
    Beat of the Future was the futuristic, youth-oriented musical theme featured in the halftime show of Super Bowl XX.
  • C. I Wanna Be Down
    "I Wanna Be Down" is the 1994 debut single by American singer Brandy, a smooth R&B track that became a major hit and helped launch her music career.
  • D. Who We Be
    "Who We Be" is a socially conscious hip-hop track by DMX that reflects on identity, struggle, and systemic injustice through a rapid-fire list-style lyrical delivery.
  • E. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa622ca9bc8190b99e90295cb01646 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58d12e808190a1319b1c87bcd22e completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad59fede48819084a163ff73fbc1da completed March 8, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_69ad5a85071c8190bab5cefcd918bb8d completed March 8, 2026, 11:16 a.m.
Created at: March 4, 2026, 7:28 p.m.