Triple
T7952555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba people |
E184650
|
entity |
| Predicate | traditionalPoliticalEntity |
P57408
|
FINISHED |
| Object |
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.
|
E705094
|
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: Bemba Kingdom | Statement: [Bemba people, traditionalPoliticalEntity, Bemba Kingdom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bemba Kingdom Context triple: [Bemba people, traditionalPoliticalEntity, Bemba Kingdom]
-
A.
Mutapa Kingdom
The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
-
B.
Kingdom of Bunyoro
The Kingdom of Bunyoro is a historic Bantu kingdom in western Uganda that was once one of the most powerful states in the Great Lakes region of East Africa.
-
C.
Kingdom of Kongo
The Kingdom of Kongo was a powerful precolonial Central African state, centered in what is now northern Angola and surrounding regions, known for its complex political organization and early contact with European powers.
-
D.
Kasi Kingdom
Kasi Kingdom was an ancient Indo-Aryan kingdom centered on the city of Kashi (Varanasi), renowned as a major cultural and religious hub in early Indian history.
-
E.
Kingdom of Busoga
The Kingdom of Busoga is a traditional Bantu monarchy and cultural region in eastern Uganda, centered around the Basoga people and governed by a hereditary king known as the Kyabazinga.
- 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: Bemba Kingdom Triple: [Bemba people, traditionalPoliticalEntity, Bemba Kingdom]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bemba Kingdom Target entity description: 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.
-
A.
Mutapa Kingdom
The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
-
B.
Kingdom of Bunyoro
The Kingdom of Bunyoro is a historic Bantu kingdom in western Uganda that was once one of the most powerful states in the Great Lakes region of East Africa.
-
C.
Kingdom of Kongo
The Kingdom of Kongo was a powerful precolonial Central African state, centered in what is now northern Angola and surrounding regions, known for its complex political organization and early contact with European powers.
-
D.
Kasi Kingdom
Kasi Kingdom was an ancient Indo-Aryan kingdom centered on the city of Kashi (Varanasi), renowned as a major cultural and religious hub in early Indian history.
-
E.
Kingdom of Busoga
The Kingdom of Busoga is a traditional Bantu monarchy and cultural region in eastern Uganda, centered around the Basoga people and governed by a hereditary king known as the Kyabazinga.
- 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_69cb3b5c95908190b6ee900d2b324574 |
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_69cc46bfad4081908de1667b8a10ed0a |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc47e7167881908dce54e8b4615900 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:10 p.m.