Triple

T13792491
Position Surface form Disambiguated ID Type / Status
Subject Harlem (TV series) E331432 entity
Predicate leadActor P1507 FINISHED
Object Shoniqua Shandai
Shoniqua Shandai is an American actress and singer best known for her starring role in the comedy series "Harlem."
E1086612 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: Shoniqua Shandai | Statement: [Harlem (TV series), leadActor, Shoniqua Shandai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shoniqua Shandai
Context triple: [Harlem (TV series), leadActor, Shoniqua Shandai]
  • A. Shameika
    "Shameika" is a critically acclaimed song by American singer-songwriter Fiona Apple from her 2020 album "Fetch the Bolt Cutters," noted for its unconventional structure and autobiographical lyrics about childhood resilience.
  • B. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • C. Shanté Smith
    Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
  • D. Shante Broadus
    Shante Broadus is an American entrepreneur and talent manager best known as the longtime wife and business partner of rapper Snoop Dogg.
  • E. Shanice Williams
    Shanice Williams is an American actress and singer best known for playing Dorothy in NBC’s live musical television production "The Wiz Live!".
  • 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: Shoniqua Shandai
Triple: [Harlem (TV series), leadActor, Shoniqua Shandai]
Generated description
Shoniqua Shandai is an American actress and singer best known for her starring role in the comedy series "Harlem."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shoniqua Shandai
Target entity description: Shoniqua Shandai is an American actress and singer best known for her starring role in the comedy series "Harlem."
  • A. Shameika
    "Shameika" is a critically acclaimed song by American singer-songwriter Fiona Apple from her 2020 album "Fetch the Bolt Cutters," noted for its unconventional structure and autobiographical lyrics about childhood resilience.
  • B. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • C. Shanté Smith
    Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
  • D. Shante Broadus
    Shante Broadus is an American entrepreneur and talent manager best known as the longtime wife and business partner of rapper Snoop Dogg.
  • E. Shanice Williams
    Shanice Williams is an American actress and singer best known for playing Dorothy in NBC’s live musical television production "The Wiz Live!".
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd192957008190b525778430b56ca0 completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd1fb29ef88190bfa15c163ca392ed completed May 7, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69fd2006221081908ab46e1eadb52e3d completed May 7, 2026, 11:28 p.m.
Created at: April 9, 2026, 10:11 p.m.