Triple

T6688241
Position Surface form Disambiguated ID Type / Status
Subject Beats, Rhymes and Life E152154 entity
Predicate featuresArtist P1952 FINISHED
Object Tammy Lucas
Tammy Lucas is an American R&B singer and songwriter known for her collaborations with prominent hip-hop artists and producers in the 1990s.
 E610763 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: Tammy Lucas | Statement: [Beats, Rhymes and Life, featuresArtist, Tammy Lucas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tammy Lucas
Context triple: [Beats, Rhymes and Life, featuresArtist, Tammy Lucas]
  • A. Tammy Blanchard
    Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
  • B. Tammy Collins
    Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Tammy Watson
    Tammy Watson is a notable individual recognized for achievements significant enough to be publicly recorded under the surname Watson.
  • E. Tina Simpson
    Tina Simpson is an American television personality and talent manager best known as the mother of singers Jessica and Ashlee Simpson.
  • 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: Tammy Lucas
Triple: [Beats, Rhymes and Life, featuresArtist, Tammy Lucas]
Generated description
Tammy Lucas is an American R&B singer and songwriter known for her collaborations with prominent hip-hop artists and producers in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tammy Lucas
Target entity description: Tammy Lucas is an American R&B singer and songwriter known for her collaborations with prominent hip-hop artists and producers in the 1990s.
  • A. Tammy Blanchard
    Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
  • B. Tammy Collins
    Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Tammy Watson
    Tammy Watson is a notable individual recognized for achievements significant enough to be publicly recorded under the surname Watson.
  • E. Tina Simpson
    Tina Simpson is an American television personality and talent manager best known as the mother of singers Jessica and Ashlee Simpson.
  • 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_69c687f9977c819097e7f5ada4fe522e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b14feb28819097bc157df8a2f96e completed March 27, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7b31fa0819089c4debbbbce9d22 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8d27d388190816cfeefbe1519d8 completed March 27, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69c6f9729d7881908f3c396690ffcae8 completed March 27, 2026, 9:41 p.m.
Created at: March 27, 2026, 2:04 p.m.