Triple
T21315553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guelmim |
E525459
|
entity |
| Predicate | hasCulturalTradition |
P1114
|
FINISHED |
| Object | Saharan music |
—
|
NE NERFINISHED |
How this triple was built (3 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: Saharan music | Statement: [Guelmim, hasCulturalTradition, Saharan music]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saharan music Context triple: [Guelmim, hasCulturalTradition, Saharan music]
-
A.
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.
-
B.
Gnawa music
Gnawa music is a traditional North African spiritual and ceremonial music genre, rooted in Morocco, that blends hypnotic rhythms, call-and-response chanting, and trance-inducing performances.
-
C.
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.
-
D.
Mandinka music
Mandinka music is a traditional West African musical style of the Mandinka people, characterized by rich oral storytelling, complex rhythms, and the use of instruments like the kora, balafon, and djembe.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saharan music Target entity description: Saharan music is a traditional musical style from the Sahara region characterized by hypnotic rhythms, desert blues guitar lines, and poetic, often improvised vocals reflecting nomadic life and desert landscapes.
-
A.
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.
-
B.
Gnawa music
Gnawa music is a traditional North African spiritual and ceremonial music genre, rooted in Morocco, that blends hypnotic rhythms, call-and-response chanting, and trance-inducing performances.
-
C.
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.
-
D.
Mandinka music
Mandinka music is a traditional West African musical style of the Mandinka people, characterized by rich oral storytelling, complex rhythms, and the use of instruments like the kora, balafon, and djembe.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75dcf2534819097abbb2e9559e791 |
completed | April 21, 2026, 11:21 a.m. |
Created at: April 16, 2026, 4:28 p.m.