Triple
T6219448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makua languages |
E139072
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object |
Makua people
The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
|
E598142
|
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: Makua people | Statement: [Makua languages, areSpokenBy, Makua people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makua people Context triple: [Makua languages, areSpokenBy, Makua people]
-
A.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
B.
Mansaka people
The Mansaka people are an indigenous Lumad ethnic group of southeastern Mindanao in the Philippines, known for their rich oral traditions, distinctive weaving and metalwork, and upland farming practices.
-
C.
Myene people
The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
-
D.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
E.
Kiliwa people
The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
- 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: Makua people Triple: [Makua languages, areSpokenBy, Makua people]
Generated description
The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makua people Target entity description: The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
-
A.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
B.
Mansaka people
The Mansaka people are an indigenous Lumad ethnic group of southeastern Mindanao in the Philippines, known for their rich oral traditions, distinctive weaving and metalwork, and upland farming practices.
-
C.
Myene people
The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
-
D.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
E.
Kiliwa people
The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
- 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_69c008aecb0c81909984b48f733ce8ae |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062bbb768819099402d367f124639 |
completed | March 22, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c669d6ff748190b77d5a2c9cbe506b |
completed | March 27, 2026, 11:28 a.m. |
| NEDg | Description generation | batch_69c66ba76c7881908fac8eb372efa08c |
completed | March 27, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c66c1e32648190b4e584d144ad94ff |
completed | March 27, 2026, 11:38 a.m. |
Created at: March 22, 2026, 4:21 p.m.