Triple
T7161877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Bantu |
E166965
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object | Luba-Katanga |
E300901
|
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: Luba-Katanga | Statement: [Central Bantu, hasMajorLanguage, Luba-Katanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luba-Katanga Context triple: [Central Bantu, hasMajorLanguage, Luba-Katanga]
-
A.
Kongo Central Province
Kongo Central Province is a coastal region in western Democratic Republic of the Congo known for its Atlantic shoreline, key ports, and role as a major gateway for the country’s maritime trade.
-
B.
Kasai region
The Kasai region is a central area of the Democratic Republic of the Congo known for its Luba-related ethnic groups, rich cultural traditions, and significant diamond resources.
-
C.
Luba-Kasai
chosen
Luba-Kasai is a Bantu language spoken primarily in the Kasai region of the Democratic Republic of the Congo by the Luba people.
-
D.
Congo-Léopoldville
Congo-Léopoldville was the name of the newly independent central African state now known as the Democratic Republic of the Congo during the early 1960s, a period marked by political crisis and UN peacekeeping intervention.
-
E.
Middle Congo
Middle Congo was a former French colonial territory in Central Africa that later became the independent Republic of the Congo (Congo-Brazzaville).
- 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_69c68887a5cc8190bec0ea96227164f7 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e82e4b248190ad3c3863cb93971e |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bf84598881908bbe8a18bea18278 |
completed | March 28, 2026, 11:46 a.m. |
Created at: March 27, 2026, 2:47 p.m.