Triple
T16617490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beti-Fang cluster |
E403731
|
entity |
| Predicate | hasLanguageVariety |
P5595
|
FINISHED |
| Object |
Ntumu Fang
Ntumu Fang is a regional variety of the Fang language spoken by Beti-Fang peoples in Central Africa, particularly in areas of Cameroon and neighboring countries.
|
E1223881
|
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: Ntumu Fang | Statement: [Beti-Fang cluster, hasLanguageVariety, Ntumu Fang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ntumu Fang Context triple: [Beti-Fang cluster, hasLanguageVariety, Ntumu Fang]
-
A.
Fomboni
Fomboni is the largest town and administrative center of the island of Mohéli in the Comoros, known for its coastal setting and role as the island’s main port and commercial hub.
-
B.
Manyoni
Manyoni is a town and district headquarters in central Tanzania known for its location along major road and rail routes in the Singida Region.
-
C.
Nangere
Nangere is a local government area in Yobe State, northeastern Nigeria, known for its predominantly rural communities and agrarian economy.
-
D.
Mungaka
Mungaka is a Grassfields Bantu language spoken primarily in Cameroon, particularly associated with the Bamunka (Ndop) area.
-
E.
Mfengu
The Mfengu are a Southern African ethnic group, historically refugees from earlier conflicts, who became known as allies of the British and Xhosa intermediaries during the 19th-century colonial frontier wars in the Eastern Cape.
- 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: Ntumu Fang Triple: [Beti-Fang cluster, hasLanguageVariety, Ntumu Fang]
Generated description
Ntumu Fang is a regional variety of the Fang language spoken by Beti-Fang peoples in Central Africa, particularly in areas of Cameroon and neighboring countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ntumu Fang Target entity description: Ntumu Fang is a regional variety of the Fang language spoken by Beti-Fang peoples in Central Africa, particularly in areas of Cameroon and neighboring countries.
-
A.
Fomboni
Fomboni is the largest town and administrative center of the island of Mohéli in the Comoros, known for its coastal setting and role as the island’s main port and commercial hub.
-
B.
Manyoni
Manyoni is a town and district headquarters in central Tanzania known for its location along major road and rail routes in the Singida Region.
-
C.
Nangere
Nangere is a local government area in Yobe State, northeastern Nigeria, known for its predominantly rural communities and agrarian economy.
-
D.
Mungaka
Mungaka is a Grassfields Bantu language spoken primarily in Cameroon, particularly associated with the Bamunka (Ndop) area.
-
E.
Mfengu
The Mfengu are a Southern African ethnic group, historically refugees from earlier conflicts, who became known as allies of the British and Xhosa intermediaries during the 19th-century colonial frontier wars in the Eastern Cape.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3754ac9dc8190965197024594742b |
completed | April 18, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007daef18481908c3628a3466300ce |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:17 a.m.