Triple
T1340565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bambara |
E28452
|
entity |
| Predicate | regulatingBody |
P86
|
FINISHED |
| Object |
Direction Nationale des Langues Nationales du Mali
The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
|
E155060
|
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: Direction Nationale des Langues Nationales du Mali | Statement: [Bambara, regulatingBody, Direction Nationale des Langues Nationales du Mali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Direction Nationale des Langues Nationales du Mali Context triple: [Bambara, regulatingBody, Direction Nationale des Langues Nationales du Mali]
-
A.
Centre de linguistique appliquée de Dakar
The Centre de linguistique appliquée de Dakar is a Senegalese research and academic institution specializing in the study, teaching, and standardization of local and regional languages, including Wolof.
-
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.
Department of Official Language
The Department of Official Language is a division of the Indian government responsible for formulating and implementing policies related to the use and promotion of Hindi and other official languages in government functions.
-
D.
Malians
The Malians were an ancient Greek tribe from the region around the Malian Gulf in central Greece, known for their participation in regional religious and political alliances.
-
E.
Badan Bahasa
Badan Bahasa is Indonesia’s official government body responsible for developing, standardizing, and promoting the Indonesian language.
- 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: Direction Nationale des Langues Nationales du Mali Triple: [Bambara, regulatingBody, Direction Nationale des Langues Nationales du Mali]
Generated description
The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Direction Nationale des Langues Nationales du Mali Target entity description: The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
-
A.
Centre de linguistique appliquée de Dakar
The Centre de linguistique appliquée de Dakar is a Senegalese research and academic institution specializing in the study, teaching, and standardization of local and regional languages, including Wolof.
-
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.
Department of Official Language
The Department of Official Language is a division of the Indian government responsible for formulating and implementing policies related to the use and promotion of Hindi and other official languages in government functions.
-
D.
Malians
The Malians were an ancient Greek tribe from the region around the Malian Gulf in central Greece, known for their participation in regional religious and political alliances.
-
E.
Badan Bahasa
Badan Bahasa is Indonesia’s official government body responsible for developing, standardizing, and promoting the Indonesian language.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c21490488190b4281a16c87677d1 |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6305c988190830dd535726c6338 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc91793688190a223365d50498cc7 |
completed | March 8, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc9b8c86c8190bc3526b85604884d |
completed | March 8, 2026, 12:58 a.m. |
Created at: March 1, 2026, 7:56 p.m.