Triple

T13078709
Position Surface form Disambiguated ID Type / Status
Subject Marsha Ambrosius E329644 entity
Predicate memberOf P10 FINISHED
Object Floetry
Floetry was a British R&B and neo-soul duo known for blending spoken word poetry with soulful vocals, most prominently featuring singer-songwriter Marsha Ambrosius.
E1020126 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: Floetry | Statement: [Marsha Ambrosius, memberOf, Floetry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Floetry
Context triple: [Marsha Ambrosius, memberOf, Floetry]
  • A. Frou-Frou
    Frou-Frou is a French play co-written by Ludovic Halévy that became well known in the 19th century for its dramatic portrayal of a woman's downfall in Parisian high society.
  • B. Bongwater
    Bongwater was an experimental American alternative rock band known for its surreal, satirical lyrics and eclectic, psychedelic sound in the late 1980s and early 1990s.
  • C. Fliptyce
    Fliptyce is a Nigerian music producer best known for crafting hit Afro-pop tracks for prominent artists.
  • D. Equal Rites
    Equal Rites is a comic fantasy novel by Terry Pratchett in the Discworld series, focusing on the first female wizard and satirizing gender roles and magical traditions.
  • E. Soulquarians
    Soulquarians were a loose collective of late-1990s and early-2000s neo-soul and hip-hop artists and producers, including figures like Questlove, D’Angelo, Erykah Badu, and J Dilla, known for their experimental, soulful sound and influential work at Electric Lady Studios.
  • 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: Floetry
Triple: [Marsha Ambrosius, memberOf, Floetry]
Generated description
Floetry was a British R&B and neo-soul duo known for blending spoken word poetry with soulful vocals, most prominently featuring singer-songwriter Marsha Ambrosius.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Floetry
Target entity description: Floetry was a British R&B and neo-soul duo known for blending spoken word poetry with soulful vocals, most prominently featuring singer-songwriter Marsha Ambrosius.
  • A. Frou-Frou
    Frou-Frou is a French play co-written by Ludovic Halévy that became well known in the 19th century for its dramatic portrayal of a woman's downfall in Parisian high society.
  • B. Bongwater
    Bongwater was an experimental American alternative rock band known for its surreal, satirical lyrics and eclectic, psychedelic sound in the late 1980s and early 1990s.
  • C. Fliptyce
    Fliptyce is a Nigerian music producer best known for crafting hit Afro-pop tracks for prominent artists.
  • D. Equal Rites
    Equal Rites is a comic fantasy novel by Terry Pratchett in the Discworld series, focusing on the first female wizard and satirizing gender roles and magical traditions.
  • E. Soulquarians
    Soulquarians were a loose collective of late-1990s and early-2000s neo-soul and hip-hop artists and producers, including figures like Questlove, D’Angelo, Erykah Badu, and J Dilla, known for their experimental, soulful sound and influential work at Electric Lady Studios.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9811828448190ac6ddd3e9c221251 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60aaac48190b5b724a19cad5279 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6da9ed7bc8190b1a451ea2ada811d completed May 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6db6950b08190a868c9371ff0a34e completed May 3, 2026, 5:21 a.m.
Created at: April 9, 2026, 9:01 p.m.