Triple

T5045347
Position Surface form Disambiguated ID Type / Status
Subject T.I. E113648 entity
Predicate notableWork P4 FINISHED
Object Whatever You Like
"Whatever You Like" is a popular hip hop and R&B single by American rapper T.I., known for its catchy hook and themes of luxury and generosity in romantic relationships.
E489240 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: Whatever You Like | Statement: [T.I., notableWork, Whatever You Like]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whatever You Like
Context triple: [T.I., notableWork, Whatever You Like]
  • A. Do Like You
    "Do Like You" is a song by Stevie Wonder from his acclaimed 1980 album *Hotter than July*.
  • B. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • C. Girls Like You
    "Girls Like You" is a song by American rapper Miguel from his debut studio album "All I Want Is You."
  • D. Girls Like You
    "Girls Like You" is a pop song by Maroon 5, widely known for its catchy melody and a hit remix featuring rapper Cardi B that topped charts worldwide.
  • E. Do You Like the Way
    "Do You Like the Way" is a song by Santana featuring Lauryn Hill and CeeLo Green from the 1999 album "Supernatural."
  • 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: Whatever You Like
Triple: [T.I., notableWork, Whatever You Like]
Generated description
"Whatever You Like" is a popular hip hop and R&B single by American rapper T.I., known for its catchy hook and themes of luxury and generosity in romantic relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whatever You Like
Target entity description: "Whatever You Like" is a popular hip hop and R&B single by American rapper T.I., known for its catchy hook and themes of luxury and generosity in romantic relationships.
  • A. Do Like You
    "Do Like You" is a song by Stevie Wonder from his acclaimed 1980 album *Hotter than July*.
  • B. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • C. Girls Like You
    "Girls Like You" is a pop song by Maroon 5, widely known for its catchy melody and a hit remix featuring rapper Cardi B that topped charts worldwide.
  • D. Girls Like You
    "Girls Like You" is a song by American rapper Miguel from his debut studio album "All I Want Is You."
  • E. Do You Like the Way
    "Do You Like the Way" is a song by Santana featuring Lauryn Hill and CeeLo Green from the 1999 album "Supernatural."
  • 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_69bd44391fc48190a311ce9c826c209b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73fd81788190b7799f519277119a completed March 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c8ad6408190bf4408af7b095a12 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9f91ae7081908a00cf92b5461c75 completed March 21, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69bea0155838819082b4b04e79641d65 completed March 21, 2026, 1:41 p.m.
Created at: March 20, 2026, 1:37 p.m.