Triple
T11436718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chewa people |
E271026
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object |
Maravi people
The Maravi people were a historical Bantu-speaking group in southeastern Africa whose kingdom gave rise to and is ancestrally linked with the modern Chewa people.
|
E1061100
|
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: Maravi people | Statement: [Chewa people, relatedEthnicGroup, Maravi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maravi people Context triple: [Chewa people, relatedEthnicGroup, Maravi people]
-
A.
Ngoni people
The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
-
B.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
C.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
D.
Marakwet people
The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
-
E.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
- 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: Maravi people Triple: [Chewa people, relatedEthnicGroup, Maravi people]
Generated description
The Maravi people were a historical Bantu-speaking group in southeastern Africa whose kingdom gave rise to and is ancestrally linked with the modern Chewa people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maravi people Target entity description: The Maravi people were a historical Bantu-speaking group in southeastern Africa whose kingdom gave rise to and is ancestrally linked with the modern Chewa people.
-
A.
Ngoni people
The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
-
B.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
C.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
D.
Marakwet people
The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
-
E.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d808855a7481909314f90ad92aae68 |
completed | April 9, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b0513f408190b822566b8fc771cd |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b20f67048190a641527353e3ff43 |
completed | May 3, 2026, 8:37 p.m. |
Created at: April 8, 2026, 9:35 p.m.