Triple

T6557092
Position Surface form Disambiguated ID Type / Status
Subject Robert Clivillés E152475 entity
Predicate associatedAct P37 FINISHED
Object Deborah Cooper
Deborah Cooper is an American singer best known for her powerful vocals on early 1990s dance and house music tracks, including work with C+C Music Factory.
 E634983 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: Deborah Cooper | Statement: [Robert Clivillés, associatedAct, Deborah Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deborah Cooper
Context triple: [Robert Clivillés, associatedAct, Deborah Cooper]
  • A. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • B. Deborah Downey
    Deborah Downey is an American actress and singer best known for her guest appearance as a space hippie in the original Star Trek series episode "The Way to Eden."
  • C. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • D. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • E. Liz Cooper
    Liz Cooper is the witty, scatterbrained housewife protagonist of the classic American radio sitcom "My Favorite Husband."
  • 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: Deborah Cooper
Triple: [Robert Clivillés, associatedAct, Deborah Cooper]
Generated description
Deborah Cooper is an American singer best known for her powerful vocals on early 1990s dance and house music tracks, including work with C+C Music Factory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deborah Cooper
Target entity description: Deborah Cooper is an American singer best known for her powerful vocals on early 1990s dance and house music tracks, including work with C+C Music Factory.
  • A. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • B. Deborah Downey
    Deborah Downey is an American actress and singer best known for her guest appearance as a space hippie in the original Star Trek series episode "The Way to Eden."
  • C. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • D. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • E. Liz Cooper
    Liz Cooper is the witty, scatterbrained housewife protagonist of the classic American radio sitcom "My Favorite Husband."
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1eb0888190a67b850ac2bca79c completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769ddf9e08190b64216fa37d6ca19 completed March 28, 2026, 5:40 a.m.
NEDg Description generation batch_69c76a83a97c8190a2b158d2b21c4c39 completed March 28, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69c76aefadf08190bc20b34991af9461 completed March 28, 2026, 5:45 a.m.
Created at: March 27, 2026, 1:52 p.m.