Triple

T1432722
Position Surface form Disambiguated ID Type / Status
Subject I'm Gonna Make You Love Me E30485 entity
Predicate producer P490 FINISHED
Object Valerie Simpson
Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
 E373341 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: Valerie Simpson | Statement: [I'm Gonna Make You Love Me, producer, Valerie Simpson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valerie Simpson
Context triple: [I'm Gonna Make You Love Me, producer, Valerie Simpson]
  • A. Juanita Vanoy
    Juanita Vanoy is a former model and Chicago-based real estate professional best known as the ex-wife of basketball legend Michael Jordan.
  • B. Marlene Lawston
    Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
  • C. Elaine Cassidy
    Elaine Cassidy is an Irish actress known for her versatile performances in film and television, including prominent roles in works such as "The Others," "Disco Pigs," and various British and Irish dramas.
  • D. Evangeline Johnson
    Evangeline Johnson was a member of the prominent Johnson family associated with the founding of Johnson & Johnson.
  • E. Cynthia Stevenson
    Cynthia Stevenson is an American actress known for her work in film and television, including roles in projects like "Home for the Holidays" and the series "Dead Like Me."
  • 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: Valerie Simpson
Triple: [I'm Gonna Make You Love Me, producer, Valerie Simpson]
Generated description
Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valerie Simpson
Target entity description: Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
  • A. Juanita Vanoy
    Juanita Vanoy is a former model and Chicago-based real estate professional best known as the ex-wife of basketball legend Michael Jordan.
  • B. Marlene Lawston
    Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
  • C. Elaine Cassidy
    Elaine Cassidy is an Irish actress known for her versatile performances in film and television, including prominent roles in works such as "The Others," "Disco Pigs," and various British and Irish dramas.
  • D. Evangeline Johnson
    Evangeline Johnson was a member of the prominent Johnson family associated with the founding of Johnson & Johnson.
  • E. Cynthia Stevenson
    Cynthia Stevenson is an American actress known for her work in film and television, including roles in projects like "Home for the Holidays" and the series "Dead Like Me."
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ddbe208190a68cb000a6970d17 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b432e294348190af62caa0d5fce580 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b43757dd1481909bce2fe5b57234eb completed March 13, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_69b437e30620819098f7a9e7fe33d4cd completed March 13, 2026, 4:14 p.m.
Created at: March 1, 2026, 8 p.m.