Triple

T1864562
Position Surface form Disambiguated ID Type / Status
Subject Moesha E34890 entity
Predicate starring P1507 FINISHED
Object Fredro Starr
Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
 E207709 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: Fredro Starr | Statement: [Moesha, starring, Fredro Starr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fredro Starr
Context triple: [Moesha, starring, Fredro Starr]
  • A. Juicy J
    Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
  • B. Tré Cool
    Tré Cool is the longtime drummer of the American punk rock band Green Day, known for his energetic playing style and stage presence.
  • C. J-Roc
    J-Roc is a Grammy-winning American record producer known for his extensive work with artists like Jay-Z, Beyoncé, and Justin Timberlake.
  • D. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • E. Warren G
    Warren G is an American West Coast rapper and producer best known for pioneering the G-funk sound and his hit single "Regulate."
  • 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: Fredro Starr
Triple: [Moesha, starring, Fredro Starr]
Generated description
Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fredro Starr
Target entity description: Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
  • A. Juicy J
    Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
  • B. Tré Cool
    Tré Cool is the longtime drummer of the American punk rock band Green Day, known for his energetic playing style and stage presence.
  • C. J-Roc
    J-Roc is a Grammy-winning American record producer known for his extensive work with artists like Jay-Z, Beyoncé, and Justin Timberlake.
  • D. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • E. Warren G
    Warren G is an American West Coast rapper and producer best known for pioneering the G-funk sound and his hit single "Regulate."
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1d2d2d48190b2234d1ec9ba9085 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add28b804c8190a625e5d1405c59be completed March 8, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69add35731588190a13c969490ca2c09 completed March 8, 2026, 7:51 p.m.
Created at: March 4, 2026, 7:34 p.m.