Triple
T14788484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Niger |
E347591
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object | Hausa language |
E6832
|
NE FINISHED |
How this triple was built (2 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: Hausa language | Statement: [Southern Niger, languageSpoken, Hausa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hausa language Context triple: [Southern Niger, languageSpoken, Hausa language]
-
A.
Hausa
chosen
Hausa is a major Chadic language spoken primarily in northern Nigeria and southern Niger, serving as a widespread lingua franca across West Africa.
-
B.
Hausa-Fulani
Hausa-Fulani is a major ethnolinguistic group in West Africa, predominantly Muslim and influential in the politics, culture, and commerce of northern Nigeria and surrounding regions.
-
C.
Kanuri
The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
-
D.
Fula language
The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
-
E.
Hausa Bakwai
Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e9b9e08190bedcc31a163fda82 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decaa1e9ec81908d7c26c1c4e43014 |
completed | April 14, 2026, 11:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b4531fc819084d9ab1c86cb540c |
completed | May 8, 2026, 11:01 p.m. |
Created at: April 10, 2026, 1:31 a.m.