Triple

T306106
Position Surface form Disambiguated ID Type / Status
Subject Black Eyed Peas E6305 entity
Predicate hasMember P10 FINISHED
Object Taboo
Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
 E39848 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: Taboo | Statement: [Black Eyed Peas, hasMember, Taboo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taboo
Context triple: [Black Eyed Peas, hasMember, Taboo]
  • A. Revenge
    Revenge is an American television drama series centered on a young woman who infiltrates an affluent Hamptons community to exact vengeance on those who destroyed her family.
  • B. Revenge
    Revenge was an English galleon of the Elizabethan navy, famed for its heroic last stand against a vastly superior Spanish fleet in 1591 under Sir Richard Grenville.
  • C. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • D. Blacker
    Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
  • E. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • 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: Taboo
Triple: [Black Eyed Peas, hasMember, Taboo]
Generated description
Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taboo
Target entity description: Taboo is an American rapper, singer, and member of the hip hop group The Black Eyed Peas, known for his energetic performances and distinctive style.
  • A. Revenge
    Revenge is an American television drama series centered on a young woman who infiltrates an affluent Hamptons community to exact vengeance on those who destroyed her family.
  • B. Revenge
    Revenge was an English galleon of the Elizabethan navy, famed for its heroic last stand against a vastly superior Spanish fleet in 1591 under Sir Richard Grenville.
  • C. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • D. Blacker
    Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
  • E. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea2fba548190a5aeb1597dca96bd completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b472eda88190b573432ba2295162 completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b700f9208190b7e0a75e6b8fae85 completed March 1, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69a3b74aeb008190b7db0f09d944f952 completed March 1, 2026, 3:49 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.