Triple

T5045351
Position Surface form Disambiguated ID Type / Status
Subject T.I. E113648 entity
Predicate notableWork P4 FINISHED
Object What You Know
"What You Know" is a popular hip hop single by American rapper T.I., known for its heavy, cinematic production and chart success in the mid-2000s.
 E489242 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: What You Know | Statement: [T.I., notableWork, What You Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What You Know
Context triple: [T.I., notableWork, What You Know]
  • A. Do You Know What You Have
    "Do You Know What You Have" is a track featured on the R&B album "Two Eleven" by American singer Brandy.
  • B. You Already Know
    "You Already Know" is a hip hop and R&B single by Fergie featuring Nicki Minaj, released in 2016 as part of Fergie’s second solo album.
  • C. Knowing Me, Knowing You
    "Knowing Me, Knowing You" is a 1977 pop song by the Swedish group ABBA, known for its melancholic lyrics about the end of a relationship and its distinctive harmonies.
  • D. The Knowledge
    The Knowledge is a socially conscious R&B/New Jack Swing track by Janet Jackson from her landmark album "Rhythm Nation 1814," emphasizing the importance of education and awareness.
  • E. What You Will
    "What You Will" is a work associated with John Marston, likely a notable literary piece that contributed to his recognition.
  • 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: What You Know
Triple: [T.I., notableWork, What You Know]
Generated description
"What You Know" is a popular hip hop single by American rapper T.I., known for its heavy, cinematic production and chart success in the mid-2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What You Know
Target entity description: "What You Know" is a popular hip hop single by American rapper T.I., known for its heavy, cinematic production and chart success in the mid-2000s.
  • A. Do You Know What You Have
    "Do You Know What You Have" is a track featured on the R&B album "Two Eleven" by American singer Brandy.
  • B. You Already Know
    "You Already Know" is a hip hop and R&B single by Fergie featuring Nicki Minaj, released in 2016 as part of Fergie’s second solo album.
  • C. Knowing Me, Knowing You
    "Knowing Me, Knowing You" is a 1977 pop song by the Swedish group ABBA, known for its melancholic lyrics about the end of a relationship and its distinctive harmonies.
  • D. The Knowledge
    The Knowledge is a socially conscious R&B/New Jack Swing track by Janet Jackson from her landmark album "Rhythm Nation 1814," emphasizing the importance of education and awareness.
  • E. What You Will
    "What You Will" is a work associated with John Marston, likely a notable literary piece that contributed to his recognition.
  • 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.