Triple
T12991102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empress |
E321906
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
Mali Music
Mali Music is an American singer, songwriter, and producer known for blending gospel, R&B, and soul with socially conscious and spiritual themes.
|
E1013985
|
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: Mali Music | Statement: [Empress, featuresArtist, Mali Music]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mali Music Context triple: [Empress, featuresArtist, Mali Music]
-
A.
Songhay
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
-
B.
Chaoui music
Chaoui music is a traditional Berber musical style from the Aurès region of Algeria, characterized by distinctive vocal melodies, rhythmic percussion, and themes rooted in Chaoui (Shawi) cultural identity.
-
C.
Peul
Peul refers to the Fulani (Fulbe) people, a large West African ethnic group known for their pastoralist traditions and widespread presence across the Sahel and beyond.
-
D.
Salif Keita
Salif Keita is a renowned Malian singer-songwriter often called the "Golden Voice of Africa," celebrated for blending traditional West African music with global influences.
-
E.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
- 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: Mali Music Triple: [Empress, featuresArtist, Mali Music]
Generated description
Mali Music is an American singer, songwriter, and producer known for blending gospel, R&B, and soul with socially conscious and spiritual themes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mali Music Target entity description: Mali Music is an American singer, songwriter, and producer known for blending gospel, R&B, and soul with socially conscious and spiritual themes.
-
A.
Songhay
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
-
B.
Chaoui music
Chaoui music is a traditional Berber musical style from the Aurès region of Algeria, characterized by distinctive vocal melodies, rhythmic percussion, and themes rooted in Chaoui (Shawi) cultural identity.
-
C.
Peul
Peul refers to the Fulani (Fulbe) people, a large West African ethnic group known for their pastoralist traditions and widespread presence across the Sahel and beyond.
-
D.
Salif Keita
Salif Keita is a renowned Malian singer-songwriter often called the "Golden Voice of Africa," celebrated for blending traditional West African music with global influences.
-
E.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e7765788190a9503ef055bc30ca |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8fb70f481908a9a4ca04d6bf93b |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6baa76e8c8190b84fd31657ef3385 |
completed | May 3, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb7a0ae08190813411fa677430aa |
completed | May 3, 2026, 3:05 a.m. |
Created at: April 9, 2026, 8:43 p.m.