Triple
T12289743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kongo people |
E292923
|
entity |
| Predicate | historicalCapital |
P2536
|
FINISHED |
| Object |
Mbanza Kongo
Mbanza Kongo is a historic city in northern Angola that served as the political and spiritual center of the precolonial Kingdom of Kongo and is now recognized as a UNESCO World Heritage Site.
|
E975026
|
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: Mbanza Kongo | Statement: [Kongo people, historicalCapital, Mbanza Kongo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbanza Kongo Context triple: [Kongo people, historicalCapital, Mbanza Kongo]
-
A.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
-
B.
Luba
Luba is a coastal town and important port on the southern part of Bioko Island in Equatorial Guinea.
-
C.
Luba
The Luba are a major Bantu-speaking ethnic group of Central Africa, historically known for the powerful Luba Kingdom centered in what is now the Democratic Republic of the Congo.
-
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.
Bemba Kingdom
The Bemba Kingdom is a historic centralized Bantu monarchy in what is now northern Zambia, known for its influential chieftaincy system and role in regional politics and culture.
- 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: Mbanza Kongo Triple: [Kongo people, historicalCapital, Mbanza Kongo]
Generated description
Mbanza Kongo is a historic city in northern Angola that served as the political and spiritual center of the precolonial Kingdom of Kongo and is now recognized as a UNESCO World Heritage Site.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mbanza Kongo Target entity description: Mbanza Kongo is a historic city in northern Angola that served as the political and spiritual center of the precolonial Kingdom of Kongo and is now recognized as a UNESCO World Heritage Site.
-
A.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
-
B.
Luba
Luba is a coastal town and important port on the southern part of Bioko Island in Equatorial Guinea.
-
C.
Luba
The Luba are a major Bantu-speaking ethnic group of Central Africa, historically known for the powerful Luba Kingdom centered in what is now the Democratic Republic of the Congo.
-
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.
Bemba Kingdom
The Bemba Kingdom is a historic centralized Bantu monarchy in what is now northern Zambia, known for its influential chieftaincy system and role in regional politics and culture.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d21692481908c97edc3d602f1d5 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e752f3c8190ba0e273f3e41a321 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9493d081909a543bcafeb508d1 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f620ad9ec0819099909142fbad6412 |
completed | May 2, 2026, 4:05 p.m. |
Created at: April 8, 2026, 9:52 p.m.