Triple
T14195746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandinka language |
E351830
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Maninka language
The Maninka language is a major Mande language of West Africa spoken primarily in Guinea, Mali, and neighboring countries, serving as an important lingua franca and cultural language of the Mandinka/Maninka people.
|
E351830
|
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: Maninka language | Statement: [Mandinka language, closelyRelatedTo, Maninka language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maninka language Context triple: [Mandinka language, closelyRelatedTo, Maninka language]
-
A.
Mandinka language
The Mandinka language is a Mande language of West Africa widely spoken in countries such as Gambia, Senegal, Guinea, and Mali, and serves as a major lingua franca of the Mandinka people.
-
B.
Banda-Mbrém language
The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
-
C.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
-
D.
Mandeali language
Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
-
E.
Tindi language
The Tindi language is a Northeast Caucasian language spoken by the Tindi people in Dagestan, Russia, known for its complex grammar and limited number of speakers.
- 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: Maninka language Triple: [Mandinka language, closelyRelatedTo, Maninka language]
Generated description
The Maninka language is a major Mande language of West Africa spoken primarily in Guinea, Mali, and neighboring countries, serving as an important lingua franca and cultural language of the Mandinka/Maninka people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maninka language Target entity description: The Maninka language is a major Mande language of West Africa spoken primarily in Guinea, Mali, and neighboring countries, serving as an important lingua franca and cultural language of the Mandinka/Maninka people.
-
A.
Mandinka language
chosen
The Mandinka language is a Mande language of West Africa widely spoken in countries such as Gambia, Senegal, Guinea, and Mali, and serves as a major lingua franca of the Mandinka people.
-
B.
Banda-Mbrém language
The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
-
C.
Sanglechi language
The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
-
D.
Mandeali language
Mandeali language is an Indo-Aryan language spoken primarily in the Mandi region of Himachal Pradesh, India.
-
E.
Tindi language
The Tindi language is a Northeast Caucasian language spoken by the Tindi people in Dagestan, Russia, known for its complex grammar and limited number of speakers.
- F. None of above.
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_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61e1fbd48190a4864fa4443f8f29 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd194b32d88190aa74eef576152db3 |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1ab3f83881908113259c23fe1028 |
completed | May 7, 2026, 11:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1b87a0c48190a68367525ed9d2cb |
completed | May 7, 2026, 11:08 p.m. |
Created at: April 10, 2026, 1:04 a.m.