Triple
T7952582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba people |
E184650
|
entity |
| Predicate | regionOfInfluence |
P2828
|
FINISHED |
| Object |
southern Democratic Republic of the Congo
Southern Democratic Republic of the Congo is a region of the country characterized by significant Bemba cultural and linguistic presence.
|
E701845
|
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: southern Democratic Republic of the Congo | Statement: [Bemba people, regionOfInfluence, southern Democratic Republic of the Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Democratic Republic of the Congo Context triple: [Bemba people, regionOfInfluence, southern Democratic Republic of the Congo]
-
A.
Muanda, Democratic Republic of the Congo
Muanda is a coastal town and oil port in the far west of the Democratic Republic of the Congo, situated on the Atlantic Ocean close to the country’s short coastline.
-
B.
Democratic Republic of the Congo
The Democratic Republic of the Congo is a vast, resource-rich Central African nation known for the Congo River basin, extensive rainforests, and a history marked by colonial exploitation and ongoing political instability.
-
C.
Republic of the Congo
The Republic of the Congo is a Central African nation along the Atlantic coast, known for its vast tropical rainforests, rich biodiversity, and significant oil and mineral resources.
-
D.
south-central Democratic Republic of the Congo
South-central Democratic Republic of the Congo is a region of the country known for being a major cultural and linguistic center, particularly associated with the Tshiluba-speaking population.
-
E.
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.
- 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: southern Democratic Republic of the Congo Triple: [Bemba people, regionOfInfluence, southern Democratic Republic of the Congo]
Generated description
Southern Democratic Republic of the Congo is a region of the country characterized by significant Bemba cultural and linguistic presence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southern Democratic Republic of the Congo Target entity description: Southern Democratic Republic of the Congo is a region of the country characterized by significant Bemba cultural and linguistic presence.
-
A.
Muanda, Democratic Republic of the Congo
Muanda is a coastal town and oil port in the far west of the Democratic Republic of the Congo, situated on the Atlantic Ocean close to the country’s short coastline.
-
B.
Democratic Republic of the Congo
The Democratic Republic of the Congo is a vast, resource-rich Central African nation known for the Congo River basin, extensive rainforests, and a history marked by colonial exploitation and ongoing political instability.
-
C.
Republic of the Congo
The Republic of the Congo is a Central African nation along the Atlantic coast, known for its vast tropical rainforests, rich biodiversity, and significant oil and mineral resources.
-
D.
south-central Democratic Republic of the Congo
South-central Democratic Republic of the Congo is a region of the country known for being a major cultural and linguistic center, particularly associated with the Tshiluba-speaking population.
-
E.
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.
- 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_69ca8292cba881908a64427b938dac47 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b5e51c88190abcc0534723e3660 |
completed | March 31, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0530b8881908e35b10917e69899 |
completed | March 31, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69cbe43970008190974c4416b0f12532 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0a474334819085912ecadd84f667 |
completed | March 31, 2026, 5:54 p.m. |
Created at: March 30, 2026, 5:10 p.m.