Triple
T12155831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fuuta Tooro Pulaar |
E289571
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Maasina Fulfulde
Maasina Fulfulde is a major dialect of the Fulfulde (Fula) language spoken primarily in the Maasina region of Mali and neighboring areas of West Africa.
|
E973867
|
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: Maasina Fulfulde | Statement: [Fuuta Tooro Pulaar, closelyRelatedTo, Maasina Fulfulde]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maasina Fulfulde Context triple: [Fuuta Tooro Pulaar, closelyRelatedTo, Maasina Fulfulde]
-
A.
Fuuta Tooro Fulfulde
Fuuta Tooro Fulfulde is a regional variety of the Fulfulde (Pulaar/Fula) language spoken primarily in the Fuuta Tooro area of the Senegal River valley in West Africa.
-
B.
Hausa Bakwai
Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
-
C.
Fula language
The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
-
D.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
-
E.
Kpelle
Kpelle is a major Mande language spoken primarily in Liberia and Guinea by the Kpelle people.
- 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: Maasina Fulfulde Triple: [Fuuta Tooro Pulaar, closelyRelatedTo, Maasina Fulfulde]
Generated description
Maasina Fulfulde is a major dialect of the Fulfulde (Fula) language spoken primarily in the Maasina region of Mali and neighboring areas of West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maasina Fulfulde Target entity description: Maasina Fulfulde is a major dialect of the Fulfulde (Fula) language spoken primarily in the Maasina region of Mali and neighboring areas of West Africa.
-
A.
Fuuta Tooro Fulfulde
Fuuta Tooro Fulfulde is a regional variety of the Fulfulde (Pulaar/Fula) language spoken primarily in the Fuuta Tooro area of the Senegal River valley in West Africa.
-
B.
Hausa Bakwai
Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
-
C.
Fula language
The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
-
D.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
-
E.
Kpelle
Kpelle is a major Mande language spoken primarily in Liberia and Guinea by the Kpelle people.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c1673c8190830cd15525d16869 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e4c19248190913451db0a084172 |
completed | May 2, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69f61f5b107c819082094791fcf7c5f4 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62006afcc8190b8e3b55a5fd8eaca |
completed | May 2, 2026, 4:02 p.m. |
Created at: April 8, 2026, 9:50 p.m.