Triple
T3130297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Star |
E65393
|
entity |
| Predicate | vocalContribution |
P25705
|
FINISHED |
| Object |
Marsha Ambrosius provides guest vocals
Marsha Ambrosius is an English singer-songwriter and former member of the R&B duo Floetry, known for her soulful vocals and collaborations across hip-hop and R&B.
|
E329644
|
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: Marsha Ambrosius provides guest vocals | Statement: [Love Star, vocalContribution, Marsha Ambrosius provides guest vocals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsha Ambrosius provides guest vocals Context triple: [Love Star, vocalContribution, Marsha Ambrosius provides guest vocals]
-
A.
Hudson Mohawke
Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
-
B.
Wendy Melvoin
Wendy Melvoin is an American guitarist, songwriter, and composer best known for her work with Prince and The Revolution and for scoring film and television projects.
-
C.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
D.
Kali Uchis
Kali Uchis is a Colombian-American singer and songwriter known for her genre-blending style that fuses R&B, soul, and Latin influences.
-
E.
Amber Mark
Amber Mark is an American singer, songwriter, and producer known for her soulful blend of R&B, pop, and global influences.
- 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: Marsha Ambrosius provides guest vocals Triple: [Love Star, vocalContribution, Marsha Ambrosius provides guest vocals]
Generated description
Marsha Ambrosius is an English singer-songwriter and former member of the R&B duo Floetry, known for her soulful vocals and collaborations across hip-hop and R&B.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsha Ambrosius provides guest vocals Target entity description: Marsha Ambrosius is an English singer-songwriter and former member of the R&B duo Floetry, known for her soulful vocals and collaborations across hip-hop and R&B.
-
A.
Hudson Mohawke
Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
-
B.
Wendy Melvoin
Wendy Melvoin is an American guitarist, songwriter, and composer best known for her work with Prince and The Revolution and for scoring film and television projects.
-
C.
Jessie Ware
Jessie Ware is an English singer-songwriter known for her sophisticated blend of soul, pop, and electronic music and her critically acclaimed albums like "Devotion" and "What's Your Pleasure?".
-
D.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
E.
Kali Uchis
Kali Uchis is a Colombian-American singer and songwriter known for her genre-blending style that fuses R&B, soul, and Latin influences.
- 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada549aaa881908dcf92d20fa6f238 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f7f9e288190af5f2b2aa6ff63b3 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2135fced48190ab6010e46a1343fd |
completed | March 12, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b213badfec8190a31dab2b57eb0d7f |
completed | March 12, 2026, 1:15 a.m. |
Created at: March 8, 2026, 3:04 p.m.