Triple
T7762345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karanga |
E176053
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object |
Karanga people
The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
|
E692175
|
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: Karanga people | Statement: [Karanga, usedByEthnicGroup, Karanga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karanga people Context triple: [Karanga, usedByEthnicGroup, Karanga people]
-
A.
Kaonde people
The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
-
B.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
C.
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
-
D.
Lango people
The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
-
E.
Shangani people
The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
- 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: Karanga people Triple: [Karanga, usedByEthnicGroup, Karanga people]
Generated description
The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karanga people Target entity description: The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
-
A.
Kaonde people
The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
-
B.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
C.
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
-
D.
Lango people
The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
-
E.
Shangani people
The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70404c2108190ad2b900ac9bf582b |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9ea3f8a20819096ae41db21c8da0e |
completed | March 30, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69c9ead5f1348190bff07f3a414dacc5 |
completed | March 30, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9ebdb82888190bc716f376ec4b2ec |
completed | March 30, 2026, 3:19 a.m. |
Created at: March 27, 2026, 4:09 p.m.