Triple
T2811934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mande languages |
E54190
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Kpelle
Kpelle is a major Mande language spoken primarily in Liberia and Guinea by the Kpelle people.
|
E302227
|
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: Kpelle | Statement: [Mande languages, hasMajorLanguage, Kpelle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kpelle Context triple: [Mande languages, hasMajorLanguage, Kpelle]
-
A.
Mandinka
Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
-
B.
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.
-
C.
Ga-Dangme
Ga-Dangme are an ethnic group of southeastern Ghana, historically known as coastal traders and fishermen with a rich cultural heritage and distinct Ga and Dangme language varieties.
-
D.
Dioula
Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
-
E.
Mande
Mande is a major branch of the Niger-Congo language family comprising numerous related languages spoken across West Africa, particularly in countries like Mali, Guinea, and Sierra Leone.
- 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: Kpelle Triple: [Mande languages, hasMajorLanguage, Kpelle]
Generated description
Kpelle is a major Mande language spoken primarily in Liberia and Guinea by the Kpelle people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kpelle Target entity description: Kpelle is a major Mande language spoken primarily in Liberia and Guinea by the Kpelle people.
-
A.
Mandinka
Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
-
B.
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.
-
C.
Ga-Dangme
Ga-Dangme are an ethnic group of southeastern Ghana, historically known as coastal traders and fishermen with a rich cultural heritage and distinct Ga and Dangme language varieties.
-
D.
Dioula
Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
-
E.
Mande
Mande is a major branch of the Niger-Congo language family comprising numerous related languages spoken across West Africa, particularly in countries like Mali, Guinea, and Sierra Leone.
- 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_69ab49de0af08190b3da69683be1e728 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde354a5881908cd3d545f7dda81c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce9a76388190a5dce756de2eb59f |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afd0b179ac8190a260003b9a457180 |
completed | March 10, 2026, 8:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afd10b07748190935cce94cd9b2a13 |
completed | March 10, 2026, 8:06 a.m. |
Created at: March 6, 2026, 9:59 p.m.