Triple

T1627106
Position Surface form Disambiguated ID Type / Status
Subject LL Cool J E35169 entity
Predicate notableSong P4 FINISHED
Object I Need Love
"I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
 E184594 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 Love | Statement: [LL Cool J, notableSong, I Need Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need Love
Context triple: [LL Cool J, notableSong, I Need Love]
  • A. My Love
    "My Love" is an R&B song by Whitney Houston from her 2002 studio album *Just Whitney*.
  • B. My Love
    "My Love" is a 2006 electro-R&B single by Justin Timberlake featuring T.I., known for its futuristic production by Timbaland and its critical and commercial success.
  • C. Please Love Me
    "Please Love Me" is a blues song popularized by B.B. King, showcasing his expressive guitar work and emotive vocal style.
  • D. I Love You
    "I Love You" is an R&B ballad by American singer Faith Evans that became one of her signature hits in the early 2000s.
  • E. Everybody Needs Love
    "Everybody Needs Love" is a song featured on Jennifer Hudson's 2011 studio album "I Remember Me."
  • 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 Love
Triple: [LL Cool J, notableSong, I Need Love]
Generated description
"I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need Love
Target entity description: "I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
  • A. My Love
    "My Love" is an R&B song by Whitney Houston from her 2002 studio album *Just Whitney*.
  • B. My Love
    "My Love" is a 2006 electro-R&B single by Justin Timberlake featuring T.I., known for its futuristic production by Timbaland and its critical and commercial success.
  • C. Please Love Me
    "Please Love Me" is a blues song popularized by B.B. King, showcasing his expressive guitar work and emotive vocal style.
  • D. I Love You
    "I Love You" is an R&B ballad by American singer Faith Evans that became one of her signature hits in the early 2000s.
  • E. Everybody Needs Love
    "Everybody Needs Love" is a song featured on Jennifer Hudson's 2011 studio album "I Remember Me."
  • 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.