Triple

T523835
Position Surface form Disambiguated ID Type / Status
Subject The Roots E10874 entity
Predicate formerMember P1168 FINISHED
Object Malik B.
Malik B. was an American rapper and founding member of the influential hip hop band The Roots, known for his complex lyricism and contributions to the group’s early sound.
E65608 NE FINISHED

How this triple was built (5 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: Malik B. | Statement: [The Roots, formerMember, Malik B.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malik B.
Context triple: [The Roots, formerMember, Malik B.]
  • A. Malik
    Malik is a common Arabic surname and given name used across various cultures, often meaning "king" or "owner."
  • B. Malik Yusef
    Malik Yusef is an American spoken word artist, rapper, and producer from Chicago known for his poetic lyricism and frequent collaborations with Kanye West and the G.O.O.D. Music collective.
  • C. Prince Rakeem
    Prince Rakeem is an early stage name of RZA, the influential producer, rapper, and de facto leader of the Wu-Tang Clan.
  • D. Mykelti Williamson
    Mykelti Williamson is an American actor best known for his roles in films such as "Forrest Gump," where he played Bubba, and numerous television series.
  • E. Christopher George Latore Wallace
    Christopher George Latore Wallace was an influential American rapper better known by his stage name The Notorious B.I.G., widely regarded as one of the greatest figures in hip-hop history.
  • 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: Malik B.
Triple: [The Roots, formerMember, Malik B.]
Generated description
Malik B. was an American rapper and founding member of the influential hip hop band The Roots, known for his complex lyricism and contributions to the group’s early sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malik B.
Target entity description: Malik B. was an American rapper and founding member of the influential hip hop band The Roots, known for his complex lyricism and contributions to the group’s early sound.
  • A. Malik
    Malik is a common Arabic surname and given name used across various cultures, often meaning "king" or "owner."
  • B. Malik Yusef
    Malik Yusef is an American spoken word artist, rapper, and producer from Chicago known for his poetic lyricism and frequent collaborations with Kanye West and the G.O.O.D. Music collective.
  • C. Prince Rakeem
    Prince Rakeem is an early stage name of RZA, the influential producer, rapper, and de facto leader of the Wu-Tang Clan.
  • D. Mykelti Williamson
    Mykelti Williamson is an American actor best known for his roles in films such as "Forrest Gump," where he played Bubba, and numerous television series.
  • E. Christopher George Latore Wallace
    Christopher George Latore Wallace was an influential American rapper better known by his stage name The Notorious B.I.G., widely regarded as one of the greatest figures in hip-hop history.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerMember
Context triple: [The Roots, formerMember, Malik B.]
  • A. formerMemberOf chosen
    Indicates that an entity once belonged to or was affiliated with a group, organization, or body, but is no longer a member.
  • B. formerDirector
    Indicates that one entity previously held the position of director of the other entity but no longer does.
  • C. formerCEO
    Indicates that one entity previously held, but no longer holds, the position of chief executive officer of the other entity.
  • D. formerName
    Indicates that an entity was previously known by a different name in the past.
  • E. formerPartner
    Indicates that one entity was previously in a romantic or partnership relationship with another entity, but that relationship has since ended.
  • F. None of above.

Provenance (6 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b23f97448190bd85a8c85d338039 completed March 1, 2026, 9:40 p.m.
NEDg Description generation batch_69a4b2c975ec8190bc16f146f89c3f05 completed March 1, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4b343f8f88190bd011924dd485bef completed March 1, 2026, 9:44 p.m.
PD Predicate disambiguation batch_69a2f018129c81909494450fcba71b59 completed Feb. 28, 2026, 1:39 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.