Triple

T4553890
Position Surface form Disambiguated ID Type / Status
Subject Salt-N-Pepa E120434 entity
Predicate member P10 FINISHED
Object Sandra Denton
Sandra Denton, better known by her stage name Pepa, is a Jamaican-American rapper and actress best known as one-third of the pioneering hip hop group Salt-N-Pepa.
E654764 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: Sandra Denton | Statement: [Salt-N-Pepa, member, Sandra Denton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandra Denton
Context triple: [Salt-N-Pepa, member, Sandra Denton]
  • A. Sandra Adair
    Sandra Adair is an American film editor best known for her long-time collaboration with director Richard Linklater on films such as "Boyhood" and the "Before" trilogy.
  • B. Sandra Tilley
    Sandra Tilley was an American singer best known as a later member of the Motown girl group Martha and the Vandellas.
  • C. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • D. Sandra Howard
    Sandra Howard is a British former fashion model and novelist who became known as the wife of Conservative politician Michael Howard.
  • E. Sandra Dickinson
    Sandra Dickinson is an American-British actress best known for her role as Trillian in the original BBC television adaptation of "The Hitchhiker's Guide to the Galaxy."
  • 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: Sandra Denton
Triple: [Salt-N-Pepa, member, Sandra Denton]
Generated description
Sandra Denton, better known by her stage name Pepa, is a Jamaican-American rapper and actress best known as one-third of the pioneering hip hop group Salt-N-Pepa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandra Denton
Target entity description: Sandra Denton, better known by her stage name Pepa, is a Jamaican-American rapper and actress best known as one-third of the pioneering hip hop group Salt-N-Pepa.
  • A. Sandra Adair
    Sandra Adair is an American film editor best known for her long-time collaboration with director Richard Linklater on films such as "Boyhood" and the "Before" trilogy.
  • B. Sandra Tilley
    Sandra Tilley was an American singer best known as a later member of the Motown girl group Martha and the Vandellas.
  • C. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • D. Sandra Howard
    Sandra Howard is a British former fashion model and novelist who became known as the wife of Conservative politician Michael Howard.
  • E. Sandra Dickinson
    Sandra Dickinson is an American-British actress best known for her role as Trillian in the original BBC television adaptation of "The Hitchhiker's Guide to the Galaxy."
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd58127ed08190a04962a43afb888b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e4e76cf881909e45c3652a372a70 completed March 28, 2026, 2:25 p.m.
NEDg Description generation batch_69c7e6671e2c8190aed42aa673540efa completed March 28, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6cd820881909ef8fd3bc28d2716 completed March 28, 2026, 2:33 p.m.
Created at: March 20, 2026, 1:09 p.m.