Triple

T1416460
Position Surface form Disambiguated ID Type / Status
Subject Forest Whitaker E31928 entity
Predicate spouse P13 FINISHED
Object Keisha Nash Whitaker
Keisha Nash Whitaker is an American actress, producer, and former model best known for her work in film and television and for her long-term marriage to actor Forest Whitaker.
 E180171 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: Keisha Nash Whitaker | Statement: [Forest Whitaker, spouse, Keisha Nash Whitaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keisha Nash Whitaker
Context triple: [Forest Whitaker, spouse, Keisha Nash Whitaker]
  • A. Marianne Stewart
    Marianne Stewart was an American actress active in mid-20th-century film, television, and theater.
  • B. Michelle LaVaughn Robinson
    Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
  • C. Tammy Reid
    Tammy Reid is the longtime wife of NFL head coach Andy Reid and is known for her involvement in charitable and community activities.
  • D. Eboni Mills
    Eboni Mills is known for having been married to RZA, the influential producer and de facto leader of the Wu-Tang Clan.
  • E. Laurene Powell
    Laurene Powell is an American businesswoman and philanthropist best known as the widow of Apple co-founder Steve Jobs and the founder of the Emerson Collective.
  • 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: Keisha Nash Whitaker
Triple: [Forest Whitaker, spouse, Keisha Nash Whitaker]
Generated description
Keisha Nash Whitaker is an American actress, producer, and former model best known for her work in film and television and for her long-term marriage to actor Forest Whitaker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keisha Nash Whitaker
Target entity description: Keisha Nash Whitaker is an American actress, producer, and former model best known for her work in film and television and for her long-term marriage to actor Forest Whitaker.
  • A. Marianne Stewart
    Marianne Stewart was an American actress active in mid-20th-century film, television, and theater.
  • B. Michelle LaVaughn Robinson
    Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
  • C. Tammy Reid
    Tammy Reid is the longtime wife of NFL head coach Andy Reid and is known for her involvement in charitable and community activities.
  • D. Eboni Mills
    Eboni Mills is known for having been married to RZA, the influential producer and de facto leader of the Wu-Tang Clan.
  • E. Laurene Powell
    Laurene Powell is an American businesswoman and philanthropist best known as the widow of Apple co-founder Steve Jobs and the founder of the Emerson Collective.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c403ccdc8190b2a5fda037b6ea34 completed March 1, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad46878b3c8190ac46d5b9f0fd12e7 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad470cdcd8819094bfc66d0cb38295 completed March 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad47692f288190892e48c2bd87df90 completed March 8, 2026, 9:54 a.m.
Created at: March 1, 2026, 7:59 p.m.