Triple

T20334853
Position Surface form Disambiguated ID Type / Status
Subject SWV E492582 entity
Predicate member P10 FINISHED
Object Tamara Johnson
Tamara Johnson is an American R&B singer best known as a member of the 1990s girl group SWV (Sisters With Voices).
 E1432308 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: Tamara Johnson | Statement: [SWV, member, Tamara Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tamara Johnson
Context triple: [SWV, member, Tamara Johnson]
  • A. Tamara Johnson-McGoldrick
    Tamara Johnson-McGoldrick is the wife of American screenwriter David Leslie Johnson-McGoldrick and is associated with his work in the film industry.
  • B. Tamara Jenkins
    Tamara Jenkins is an American filmmaker and screenwriter best known for her sharp, character-driven independent films such as "Slums of Beverly Hills" and "The Savages."
  • C. Tamara James
    Tamara James is an American politician and former professional basketball player who serves as the mayor of Dania Beach, Florida.
  • D. Tamara Brooks
    Tamara Brooks was an American choral conductor and music educator known for her work with prominent ensembles and contributions to contemporary classical music.
  • E. Tamara Miller
    Tamara Miller is a member of the Disney family and a granddaughter of Walt Disney through his daughter Diane Disney Miller.
  • 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: Tamara Johnson
Triple: [SWV, member, Tamara Johnson]
Generated description
Tamara Johnson is an American R&B singer best known as a member of the 1990s girl group SWV (Sisters With Voices).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tamara Johnson
Target entity description: Tamara Johnson is an American R&B singer best known as a member of the 1990s girl group SWV (Sisters With Voices).
  • A. Tamara Johnson-McGoldrick
    Tamara Johnson-McGoldrick is the wife of American screenwriter David Leslie Johnson-McGoldrick and is associated with his work in the film industry.
  • B. Tamara Jenkins
    Tamara Jenkins is an American filmmaker and screenwriter best known for her sharp, character-driven independent films such as "Slums of Beverly Hills" and "The Savages."
  • C. Tamara James
    Tamara James is an American politician and former professional basketball player who serves as the mayor of Dania Beach, Florida.
  • D. Tamara Brooks
    Tamara Brooks was an American choral conductor and music educator known for her work with prominent ensembles and contributions to contemporary classical music.
  • E. Tamara Miller
    Tamara Miller is a member of the Disney family and a granddaughter of Walt Disney through his daughter Diane Disney Miller.
  • 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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677ea8a088190b2b37accd6b24277 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088afea7388190b799a3692b2226d1 completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088bc432008190943421af77787f55 completed May 16, 2026, 3:22 p.m.
NED2 Entity disambiguation (via description) batch_6a088c42288c8190805bdbe6e8ef184b completed May 16, 2026, 3:24 p.m.
Created at: April 16, 2026, 11:23 a.m.