Triple

T6589325
Position Surface form Disambiguated ID Type / Status
Subject Joe E159307 entity
Predicate associatedAct P37 FINISHED
Object Tony Yayo
Tony Yayo is an American rapper best known as a member of 50 Cent’s hip hop group G-Unit.
 E603382 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: Tony Yayo | Statement: [Joe, associatedAct, Tony Yayo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Yayo
Context triple: [Joe, associatedAct, Tony Yayo]
  • A. Tony Imi
    Tony Imi was a British cinematographer known for his work on feature films and television, including the drama "International Velvet."
  • B. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • C. Yaya
    Yaya is a character from the animated franchise "Trollz," known as one of the magical troll girls in the series’ friendship-focused adventures.
  • D. Taki Rari
    Taki Rari is a song featured on the album "Voice of the Xtabay" by Peruvian soprano Yma Sumac, known for its exotic orchestration and dramatic vocal style.
  • E. Rai Yoyo
    Rai Yoyo is an Italian free-to-air television channel dedicated primarily to children's programming and animated series.
  • 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: Tony Yayo
Triple: [Joe, associatedAct, Tony Yayo]
Generated description
Tony Yayo is an American rapper best known as a member of 50 Cent’s hip hop group G-Unit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Yayo
Target entity description: Tony Yayo is an American rapper best known as a member of 50 Cent’s hip hop group G-Unit.
  • A. Tony Imi
    Tony Imi was a British cinematographer known for his work on feature films and television, including the drama "International Velvet."
  • B. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • C. Yaya
    Yaya is a character from the animated franchise "Trollz," known as one of the magical troll girls in the series’ friendship-focused adventures.
  • D. Taki Rari
    Taki Rari is a song featured on the album "Voice of the Xtabay" by Peruvian soprano Yma Sumac, known for its exotic orchestration and dramatic vocal style.
  • E. Rai Yoyo
    Rai Yoyo is an Italian free-to-air television channel dedicated primarily to children's programming and animated series.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb201e88190808cf5779349f96c completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d57bde388190919ff6820e1b9610 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d6adc8c88190aa4ed066a2c99657 completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8486534819080b75cad9cc32276 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:55 p.m.