Triple
T22908890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grassfields peoples |
E568528
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Bangwa chiefdoms |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bangwa chiefdoms | Statement: [Grassfields peoples, hasEthnicGroup, Bangwa chiefdoms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangwa chiefdoms Context triple: [Grassfields peoples, hasEthnicGroup, Bangwa chiefdoms]
-
A.
Bamiléké chiefdoms
The Bamiléké chiefdoms are traditional socio-political kingdoms in western Cameroon, each ruled by a chief (fon) and structured around complex lineage, ritual, and cultural institutions.
-
B.
Bangangté chiefdom
Bangangté chiefdom is a traditional Bamileke chieftaincy in western Cameroon, known for its hereditary leadership, rich cultural heritage, and central role in the social and political life of the Bangangté people.
-
C.
Kangaba chiefdom
Kangaba chiefdom was an early Mandinka polity in the upper Niger region that served as the ancestral power base of the Keita dynasty and the later Mali Empire.
-
D.
Bundela chiefdoms
The Bundela chiefdoms were a group of semi-autonomous Rajput-ruled territories in central India that formed the historical power base of the Bundela dynasty before their consolidation into princely states like Datia.
-
E.
Bajju Chiefdom
Bajju Chiefdom is a traditional administrative and cultural jurisdiction of the Bajju people, located in southern Kaduna State, Nigeria.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangwa chiefdoms Target entity description: The Bangwa chiefdoms are traditional polities of the Bangwa people in Cameroon’s Western Grassfields region, known for their hierarchical chieftaincy system, rich oral traditions, and distinctive art and ritual practices.
-
A.
Bamiléké chiefdoms
The Bamiléké chiefdoms are traditional socio-political kingdoms in western Cameroon, each ruled by a chief (fon) and structured around complex lineage, ritual, and cultural institutions.
-
B.
Bangangté chiefdom
Bangangté chiefdom is a traditional Bamileke chieftaincy in western Cameroon, known for its hereditary leadership, rich cultural heritage, and central role in the social and political life of the Bangangté people.
-
C.
Kangaba chiefdom
Kangaba chiefdom was an early Mandinka polity in the upper Niger region that served as the ancestral power base of the Keita dynasty and the later Mali Empire.
-
D.
Bundela chiefdoms
The Bundela chiefdoms were a group of semi-autonomous Rajput-ruled territories in central India that formed the historical power base of the Bundela dynasty before their consolidation into princely states like Datia.
-
E.
Bajju Chiefdom
Bajju Chiefdom is a traditional administrative and cultural jurisdiction of the Bajju people, located in southern Kaduna State, Nigeria.
- F. None of above. chosen
Provenance (2 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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18072986881909eefb317ced5a145 |
completed | April 29, 2026, 3:52 a.m. |
Created at: April 17, 2026, 3:42 p.m.