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.