Triple

T6955793
Position Surface form Disambiguated ID Type / Status
Subject Bear McCreary E161238 entity
Predicate spouse P13 FINISHED
Object Raya Yarbrough
Raya Yarbrough is an American singer and songwriter known for her jazz, soul, and soundtrack vocal work, including collaborations on television scores.
 E653186 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: Raya Yarbrough | Statement: [Bear McCreary, spouse, Raya Yarbrough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raya Yarbrough
Context triple: [Bear McCreary, spouse, Raya Yarbrough]
  • A. Talisha Searcy
    Talisha Searcy is an American local politician who serves as the mayor of Takoma Park, Maryland.
  • B. Rochelle Aytes
    Rochelle Aytes is an American actress known for her roles in television series such as "Mistresses" and "The Purge," as well as films like "Trick 'r Treat."
  • C. Nicole Wray
    Nicole Wray is an American R&B and soul singer known for her late-1990s debut under Missy Elliott’s guidance and later collaborations across hip hop and alternative R&B.
  • D. Alaina Johnson
    Alaina Johnson is a former elite collegiate gymnast best known for her standout career with the University of Florida Gators, where she helped lead the team to multiple NCAA championships.
  • E. Kay Medford
    Kay Medford was an American stage and screen actress best known for her Tony- and Oscar-nominated portrayal of Fanny Brice’s mother in the musical and film "Funny Girl."
  • 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: Raya Yarbrough
Triple: [Bear McCreary, spouse, Raya Yarbrough]
Generated description
Raya Yarbrough is an American singer and songwriter known for her jazz, soul, and soundtrack vocal work, including collaborations on television scores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raya Yarbrough
Target entity description: Raya Yarbrough is an American singer and songwriter known for her jazz, soul, and soundtrack vocal work, including collaborations on television scores.
  • A. Talisha Searcy
    Talisha Searcy is an American local politician who serves as the mayor of Takoma Park, Maryland.
  • B. Rochelle Aytes
    Rochelle Aytes is an American actress known for her roles in television series such as "Mistresses" and "The Purge," as well as films like "Trick 'r Treat."
  • C. Nicole Wray
    Nicole Wray is an American R&B and soul singer known for her late-1990s debut under Missy Elliott’s guidance and later collaborations across hip hop and alternative R&B.
  • D. Alaina Johnson
    Alaina Johnson is a former elite collegiate gymnast best known for her standout career with the University of Florida Gators, where she helped lead the team to multiple NCAA championships.
  • E. Kay Medford
    Kay Medford was an American stage and screen actress best known for her Tony- and Oscar-nominated portrayal of Fanny Brice’s mother in the musical and film "Funny Girl."
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dacf8c8c8190a25dbacebeb4b66e completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7dafa68dc8190bc46ba9695a41b4c completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dc1469e08190a0b2b924884885e6 completed March 28, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7dca05ad081908e2036ba6c909c09 completed March 28, 2026, 1:50 p.m.
Created at: March 27, 2026, 2:29 p.m.