Triple

T4338439
Position Surface form Disambiguated ID Type / Status
Subject Tyrese Gibson E97519 entity
Predicate notableWork P4 FINISHED
Object How You Gonna Act Like That
"How You Gonna Act Like That" is an R&B ballad by Tyrese, released in 2002, that became one of his signature hits for its emotional portrayal of a failing relationship.
E431386 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: How You Gonna Act Like That | Statement: [Tyrese Gibson, notableWork, How You Gonna Act Like That]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How You Gonna Act Like That
Context triple: [Tyrese Gibson, notableWork, How You Gonna Act Like That]
  • A. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • B. It’s Like That
    "It's Like That" is a 2005 uptempo R&B/hip hop single by Mariah Carey that marked her commercial comeback ahead of the release of her album "The Emancipation of Mimi."
  • C. There You Go
    "There You Go" is the 2000 debut single by American singer Pink, an R&B-influenced breakup song that helped launch her music career.
  • D. Be Like That
    "Be Like That" is a rock ballad by American band 3 Doors Down, best known for its introspective lyrics about life choices and regret and for its popularity in the early 2000s.
  • E. What Am I Gonna Do With You
    "What Am I Gonna Do With You" is a pop song by American singer Rebecca Black, known for her viral hit "Friday."
  • 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: How You Gonna Act Like That
Triple: [Tyrese Gibson, notableWork, How You Gonna Act Like That]
Generated description
"How You Gonna Act Like That" is an R&B ballad by Tyrese, released in 2002, that became one of his signature hits for its emotional portrayal of a failing relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How You Gonna Act Like That
Target entity description: "How You Gonna Act Like That" is an R&B ballad by Tyrese, released in 2002, that became one of his signature hits for its emotional portrayal of a failing relationship.
  • A. What Ya Gonna Do
    "What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
  • B. It’s Like That
    "It's Like That" is a 2005 uptempo R&B/hip hop single by Mariah Carey that marked her commercial comeback ahead of the release of her album "The Emancipation of Mimi."
  • C. There You Go
    "There You Go" is the 2000 debut single by American singer Pink, an R&B-influenced breakup song that helped launch her music career.
  • D. Be Like That
    "Be Like That" is a rock ballad by American band 3 Doors Down, best known for its introspective lyrics about life choices and regret and for its popularity in the early 2000s.
  • E. What Am I Gonna Do With You
    "What Am I Gonna Do With You" is a pop song by American singer Rebecca Black, known for her viral hit "Friday."
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516dffb48190878f81ffe71a5e82 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0af82888190bed294bdec942f4a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d29d8a4881908f1612dddc8e878c completed March 14, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5d336850081908f411db1023e3598 completed March 14, 2026, 9:29 p.m.
Created at: March 12, 2026, 11:14 p.m.