Triple

T18504309
Position Surface form Disambiguated ID Type / Status
Subject Shoop E452160 entity
Predicate writer P1360 FINISHED
Object Cheryl James
Cheryl James, better known as "Salt" from the pioneering hip hop duo Salt-N-Pepa, is an American rapper and songwriter recognized as a key figure in bringing female voices to mainstream rap in the late 1980s and 1990s.
 E452155 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: Cheryl James | Statement: [Shoop, writer, Cheryl James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheryl James
Context triple: [Shoop, writer, Cheryl James]
  • A. Cheryl James
    Cheryl James, better known as “Salt,” is an American rapper and one-third of the pioneering, Grammy-winning hip hop group Salt-N-Pepa.
  • B. Cheryl Edwards
    Cheryl Edwards is a screenwriter best known for her work on the film "In the Mix."
  • C. Cheryl Thomas
    Cheryl Thomas is a prominent legal scholar and professor at University College London known for her influential research on juries, judicial decision-making, and the justice system.
  • D. Cheryl Rogers
    Cheryl Rogers is the daughter of singing cowboy star Roy Rogers and the stepdaughter of actress and singer Dale Evans.
  • E. Cheryl Smith
    Cheryl Smith is an actress known for her role in the 1974 women-in-prison exploitation film "Caged Heat."
  • 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: Cheryl James
Triple: [Shoop, writer, Cheryl James]
Generated description
Cheryl James, better known as "Salt" from the pioneering hip hop duo Salt-N-Pepa, is an American rapper and songwriter recognized as a key figure in bringing female voices to mainstream rap in the late 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheryl James
Target entity description: Cheryl James, better known as "Salt" from the pioneering hip hop duo Salt-N-Pepa, is an American rapper and songwriter recognized as a key figure in bringing female voices to mainstream rap in the late 1980s and 1990s.
  • A. Cheryl James chosen
    Cheryl James, better known as “Salt,” is an American rapper and one-third of the pioneering, Grammy-winning hip hop group Salt-N-Pepa.
  • B. Cheryl Edwards
    Cheryl Edwards is a screenwriter best known for her work on the film "In the Mix."
  • C. Cheryl Thomas
    Cheryl Thomas is a prominent legal scholar and professor at University College London known for her influential research on juries, judicial decision-making, and the justice system.
  • D. Cheryl Rogers
    Cheryl Rogers is the daughter of singing cowboy star Roy Rogers and the stepdaughter of actress and singer Dale Evans.
  • E. Cheryl Smith
    Cheryl Smith is an actress known for her role in the 1974 women-in-prison exploitation film "Caged Heat."
  • F. None of above.

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_69e53341063c81908361b0eb78794145 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049acd77f081908f9f4bcd296342c7 completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a04b68422fc8190b20924438c36b784 completed May 13, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_6a04ba32176c8190ad809a3553b3ef6f completed May 13, 2026, 5:51 p.m.
Created at: April 10, 2026, 11:36 a.m.