Triple

T20036702
Position Surface form Disambiguated ID Type / Status
Subject Bobby Valentino E497288 entity
Predicate associatedAct P37 FINISHED
Object 3LW
3LW was an American R&B girl group best known for their early-2000s hits like "No More (Baby I'ma Do Right)" and "Playas Gon' Play."
 E1406842 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: 3LW | Statement: [Bobby Valentino, associatedAct, 3LW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3LW
Context triple: [Bobby Valentino, associatedAct, 3LW]
  • A. JLO
    "JLO" is a popular hip-hop and trap-influenced track produced by Internet Money, known for its melodic style and prominent collaborations within the modern rap scene.
  • B. Caskey
    Caskey is an American rapper known for his association with Birdman’s Rich Gang collective and his gritty, introspective Southern hip-hop style.
  • C. Lulu
    Lulu is a fictional character best known from the Japanese film "Swallowtail Butterfly," in which she is portrayed by actress Ayumi Ito.
  • D. Lulu
    Lulu is a common feminine given name or nickname, often used as a diminutive form of names like Louise.
  • E. Lulu
    Lulu is a central character in the 1999 British cult film "Human Traffic," which explores the lives and clubbing culture of young people in Cardiff.
  • 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: 3LW
Triple: [Bobby Valentino, associatedAct, 3LW]
Generated description
3LW was an American R&B girl group best known for their early-2000s hits like "No More (Baby I'ma Do Right)" and "Playas Gon' Play."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3LW
Target entity description: 3LW was an American R&B girl group best known for their early-2000s hits like "No More (Baby I'ma Do Right)" and "Playas Gon' Play."
  • A. JLO
    "JLO" is a popular hip-hop and trap-influenced track produced by Internet Money, known for its melodic style and prominent collaborations within the modern rap scene.
  • B. Caskey
    Caskey is an American rapper known for his association with Birdman’s Rich Gang collective and his gritty, introspective Southern hip-hop style.
  • C. Lulu
    Lulu is a fictional character best known from the Japanese film "Swallowtail Butterfly," in which she is portrayed by actress Ayumi Ito.
  • D. Lulu
    Lulu is a common feminine given name or nickname, often used as a diminutive form of names like Louise.
  • E. Lulu
    Lulu is a central character in the 1999 British cult film "Human Traffic," which explores the lives and clubbing culture of young people in Cardiff.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662e8573081909f71fda640aa3220 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e39542c8190b94ae9d8212026a8 completed May 16, 2026, 6:27 a.m.
NEDg Description generation batch_6a080ec9c56481908b69834b5a1ae105 completed May 16, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_6a080f6e218c8190b4c7b0d5de9f984c completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:36 p.m.