Triple
T16221823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manguissa language |
E393744
|
entity |
| Predicate | hasSpeakersIn |
P16679
|
FINISHED |
| Object | Centre Region, Cameroon |
E589511
|
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: Centre Region, Cameroon | Statement: [Manguissa language, hasSpeakersIn, Centre Region, Cameroon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centre Region, Cameroon Context triple: [Manguissa language, hasSpeakersIn, Centre Region, Cameroon]
-
A.
Central Region of Cameroon
chosen
The Central Region of Cameroon is an administrative area in the heart of the country that includes the capital city Yaoundé and is home to the Ewondo people, among others.
-
B.
Northwest Region of Cameroon
The Northwest Region of Cameroon is a predominantly highland, anglophone area known for its cultural diversity, including widespread use of Cameroonian Pidgin English alongside local languages.
-
C.
Southwest Region of Cameroon
The Southwest Region of Cameroon is an English-speaking coastal area known for its cultural diversity, use of Cameroonian Pidgin English, and major towns like Buea and Limbe.
-
D.
South Region (Cameroon)
The South Region of Cameroon is a coastal, forested administrative region in the country's south that includes important Atlantic shoreline, rich biodiversity, and significant timber and offshore oil resources.
-
E.
East Region (Cameroon)
East Region (Cameroon) is a large, sparsely populated administrative region in eastern Cameroon known for its extensive tropical forests, rich mineral resources, and significant ethnic and linguistic diversity.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e227fcf058819099d5ff965cc2c267 |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017ab10a48190afa19e74c0059427 |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:03 a.m.