Triple
T5614565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lomwe |
E147444
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Lomwe people
The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
|
E540588
|
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: Lomwe people | Statement: [Lomwe, spokenBy, Lomwe people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lomwe people Context triple: [Lomwe, spokenBy, Lomwe people]
-
A.
Makhuwa people
The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
-
B.
Lekwungen people
The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
-
C.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
-
D.
Thembu people
The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
-
E.
Nguni people
The Nguni people are a group of closely related Bantu-speaking ethnic communities of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, known for their rich cultural traditions and historical kingdoms.
- 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: Lomwe people Triple: [Lomwe, spokenBy, Lomwe people]
Generated description
The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lomwe people Target entity description: The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
-
A.
Makhuwa people
The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
-
B.
Lekwungen people
The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
-
C.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
-
D.
Thembu people
The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
-
E.
Nguni people
The Nguni people are a group of closely related Bantu-speaking ethnic communities of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, known for their rich cultural traditions and historical kingdoms.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02123fa9081909086c9cce3f3e907 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a0ab9cc8190a01c5309e6cfc598 |
completed | March 22, 2026, 9:07 p.m. |
| NEDg | Description generation | batch_69c05bb6a334819094cff84f16f5285c |
completed | March 22, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05c7a03948190b38e2dfcb04fd93e |
completed | March 22, 2026, 9:17 p.m. |
Created at: March 22, 2026, 3:39 p.m.