Triple
T12040027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba language |
E286634
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Luapula Bemba
Luapula Bemba is a regional variety of the Bemba language spoken primarily in Zambia’s Luapula Province and surrounding areas.
|
E961501
|
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: Luapula Bemba | Statement: [Bemba language, hasDialects, Luapula Bemba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luapula Bemba Context triple: [Bemba language, hasDialects, Luapula Bemba]
-
A.
Jean-Pierre Bemba
Jean-Pierre Bemba is a Congolese politician and former rebel leader who served as vice president of the Democratic Republic of the Congo and was tried by the International Criminal Court for war crimes and crimes against humanity.
-
B.
Disashi Lumumba-Kasongo
Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
-
C.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
D.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
E.
Laurent-Désiré Kabila
Laurent-Désiré Kabila was a Congolese revolutionary and politician who became president of the Democratic Republic of the Congo in 1997 after overthrowing Mobutu Sese Seko and led the country during the early years of the Second Congo War.
- 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: Luapula Bemba Triple: [Bemba language, hasDialects, Luapula Bemba]
Generated description
Luapula Bemba is a regional variety of the Bemba language spoken primarily in Zambia’s Luapula Province and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luapula Bemba Target entity description: Luapula Bemba is a regional variety of the Bemba language spoken primarily in Zambia’s Luapula Province and surrounding areas.
-
A.
Jean-Pierre Bemba
Jean-Pierre Bemba is a Congolese politician and former rebel leader who served as vice president of the Democratic Republic of the Congo and was tried by the International Criminal Court for war crimes and crimes against humanity.
-
B.
Disashi Lumumba-Kasongo
Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
-
C.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
D.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
E.
Laurent-Désiré Kabila
Laurent-Désiré Kabila was a Congolese revolutionary and politician who became president of the Democratic Republic of the Congo in 1997 after overthrowing Mobutu Sese Seko and led the country during the early years of the Second Congo War.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d9937a08190b2f606a1e55733b5 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d9460bc8190869f2b7d095d98cb |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564b826ec819098906cf735e45093 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.