Triple
T14857882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maninka |
E349406
|
entity |
| Predicate | hasStandardVariety |
P751
|
FINISHED |
| Object |
Guinean Standard Maninka
Guinean Standard Maninka is the official standardized form of the Maninka language used in Guinea for education, administration, and media.
|
E1124629
|
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: Guinean Standard Maninka | Statement: [Maninka, hasStandardVariety, Guinean Standard Maninka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guinean Standard Maninka Context triple: [Maninka, hasStandardVariety, Guinean Standard Maninka]
-
A.
Soussou
The Soussou are a West African ethnic group primarily inhabiting coastal and western Guinea, known for their Susu language and significant role in the region’s trade and Islamic cultural history.
-
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.
Dosso Zarma
Dosso Zarma is a major regional variety of the Zarma language spoken primarily around the Dosso area of Niger.
-
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.
Baatonou
Baatonou refers to the Bariba people, a major ethnic group of northern Benin known for their historical kingdoms and distinct cultural traditions.
- 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: Guinean Standard Maninka Triple: [Maninka, hasStandardVariety, Guinean Standard Maninka]
Generated description
Guinean Standard Maninka is the official standardized form of the Maninka language used in Guinea for education, administration, and media.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guinean Standard Maninka Target entity description: Guinean Standard Maninka is the official standardized form of the Maninka language used in Guinea for education, administration, and media.
-
A.
Soussou
The Soussou are a West African ethnic group primarily inhabiting coastal and western Guinea, known for their Susu language and significant role in the region’s trade and Islamic cultural history.
-
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.
Dosso Zarma
Dosso Zarma is a major regional variety of the Zarma language spoken primarily around the Dosso area of Niger.
-
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.
Baatonou
Baatonou refers to the Bariba people, a major ethnic group of northern Benin known for their historical kingdoms and distinct cultural traditions.
- 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_69d822ed7e1881909b90fca143ad7e34 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded44598e48190b759a05ed2d9ecaf |
completed | April 14, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b4f224c8190bb2e06203c9b3a94 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6c68c46881909e7c748c0dff73d5 |
completed | May 8, 2026, 11:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6d1eea60819087ca2ebc7d0a8994 |
completed | May 8, 2026, 11:09 p.m. |
Created at: April 10, 2026, 1:54 a.m.