Triple

T18505530
Position Surface form Disambiguated ID Type / Status
Subject Le Freak E452187 entity
Predicate hasNotableVocalist P17435 FINISHED
Object Ullanda McCullough
Ullanda McCullough is an American singer and backing vocalist known for her work in disco, R&B, and pop music during the 1970s and 1980s.
E1327930 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: Ullanda McCullough | Statement: [Le Freak, hasNotableVocalist, Ullanda McCullough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ullanda McCullough
Context triple: [Le Freak, hasNotableVocalist, Ullanda McCullough]
  • A. Campbell McCullough
    Campbell McCullough was a screenwriter known for his work on the 1938 film adaptation of Mark Twain's "The Adventures of Tom Sawyer."
  • B. Denis McCullough
    Denis McCullough was an Irish republican activist and leader who played a significant role in the nationalist movement in the early 20th century, including involvement in the events surrounding the 1916 Easter Rising.
  • C. Katherine McCloskey Wilson
    Katherine McCloskey Wilson was the wife of Malcolm Wilson, the 50th Governor of New York.
  • D. Bernard Jeffrey McCullough
    Bernard Jeffrey McCullough, better known as Bernie Mac, was an American stand-up comedian and actor renowned for his sharp, observational humor and his starring role on "The Bernie Mac Show."
  • E. John Templeton McCarty
    John Templeton McCarty was one of the original founders of the Phi Gamma Delta (FIJI) fraternity, helping to establish its principles and early organization in the mid-19th century.
  • 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: Ullanda McCullough
Triple: [Le Freak, hasNotableVocalist, Ullanda McCullough]
Generated description
Ullanda McCullough is an American singer and backing vocalist known for her work in disco, R&B, and pop music during the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ullanda McCullough
Target entity description: Ullanda McCullough is an American singer and backing vocalist known for her work in disco, R&B, and pop music during the 1970s and 1980s.
  • A. Campbell McCullough
    Campbell McCullough was a screenwriter known for his work on the 1938 film adaptation of Mark Twain's "The Adventures of Tom Sawyer."
  • B. Denis McCullough
    Denis McCullough was an Irish republican activist and leader who played a significant role in the nationalist movement in the early 20th century, including involvement in the events surrounding the 1916 Easter Rising.
  • C. Katherine McCloskey Wilson
    Katherine McCloskey Wilson was the wife of Malcolm Wilson, the 50th Governor of New York.
  • D. Bernard Jeffrey McCullough
    Bernard Jeffrey McCullough, better known as Bernie Mac, was an American stand-up comedian and actor renowned for his sharp, observational humor and his starring role on "The Bernie Mac Show."
  • E. John Templeton McCarty
    John Templeton McCarty was one of the original founders of the Phi Gamma Delta (FIJI) fraternity, helping to establish its principles and early organization in the mid-19th century.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341b6c48190b7da42f5df923e81 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471456b348190a6bf62f1614f3d07 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a0472fee3a88190aa0cb5a8ff0af66a completed May 13, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0473fa3c5c8190aad12a5d952a796a completed May 13, 2026, 12:52 p.m.
Created at: April 10, 2026, 11:36 a.m.