Triple

T15950286
Position Surface form Disambiguated ID Type / Status
Subject Lost Boyz E386797 entity
Predicate hasMemberRole P161 FINISHED
Object Freaky Tah – rapper
Freaky Tah was an American rapper best known as a member of the Queens-based hip hop group Lost Boyz during the 1990s.
 E1186741 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: Freaky Tah – rapper | Statement: [Lost Boyz, hasMemberRole, Freaky Tah – rapper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freaky Tah – rapper
Context triple: [Lost Boyz, hasMemberRole, Freaky Tah – rapper]
  • A. Lil Freak
    "Lil Freak" is a 2010 R&B/hip-hop single by Usher featuring Nicki Minaj, known for its sultry club sound and provocative lyrics.
  • B. Nooky (rapper)
    Nooky is an Australian rapper and music artist of Yorta Yorta heritage known for his contributions to Indigenous hip hop and advocacy for First Nations representation in contemporary music.
  • C. Ritchie With a T – rapper
    Ritchie With a T is an American rapper best known as a member of the experimental hip hop group Injury Reserve.
  • D. Rapper Big Pooh
    Rapper Big Pooh is an American hip hop artist best known as one of the core members of the critically acclaimed North Carolina rap group Little Brother.
  • E. Raper
    Raper is a surname most notably associated with American businessman and RV dealership founder Tom Raper.
  • 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: Freaky Tah – rapper
Triple: [Lost Boyz, hasMemberRole, Freaky Tah – rapper]
Generated description
Freaky Tah was an American rapper best known as a member of the Queens-based hip hop group Lost Boyz during the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freaky Tah – rapper
Target entity description: Freaky Tah was an American rapper best known as a member of the Queens-based hip hop group Lost Boyz during the 1990s.
  • A. Lil Freak
    "Lil Freak" is a 2010 R&B/hip-hop single by Usher featuring Nicki Minaj, known for its sultry club sound and provocative lyrics.
  • B. Nooky (rapper)
    Nooky is an Australian rapper and music artist of Yorta Yorta heritage known for his contributions to Indigenous hip hop and advocacy for First Nations representation in contemporary music.
  • C. Ritchie With a T – rapper
    Ritchie With a T is an American rapper best known as a member of the experimental hip hop group Injury Reserve.
  • D. Rapper Big Pooh
    Rapper Big Pooh is an American hip hop artist best known as one of the core members of the critically acclaimed North Carolina rap group Little Brother.
  • E. Raper
    Raper is a surname most notably associated with American businessman and RV dealership founder Tom Raper.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d4c5008190a56ebf8c28f712dc completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe78a76481909622d7a2443cba4d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf7f96508190a0d9ea3622e1be06 completed May 9, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69ffc00c59f881909c42320f5dcc777b completed May 9, 2026, 11:15 p.m.
Created at: April 10, 2026, 4:53 a.m.