Triple
T537900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle Belt |
E12366
|
entity |
| Predicate | ethnicDiversityIncludes |
P1898
|
FINISHED |
| Object |
Berom people
The Berom people are an indigenous ethnic group primarily found in Nigeria’s Plateau State, known for their rich cultural traditions, farming heritage, and distinctive festivals and music.
|
E67710
|
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: Berom people | Statement: [Middle Belt, ethnicDiversityIncludes, Berom people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berom people Context triple: [Middle Belt, ethnicDiversityIncludes, Berom people]
-
A.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
B.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
C.
Ngäbe people
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
-
D.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
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: Berom people Triple: [Middle Belt, ethnicDiversityIncludes, Berom people]
Generated description
The Berom people are an indigenous ethnic group primarily found in Nigeria’s Plateau State, known for their rich cultural traditions, farming heritage, and distinctive festivals and music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berom people Target entity description: The Berom people are an indigenous ethnic group primarily found in Nigeria’s Plateau State, known for their rich cultural traditions, farming heritage, and distinctive festivals and music.
-
A.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
B.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
C.
Ngäbe people
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
-
D.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d278cf88190ad1368da91a7014f |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5aec388190861b0ee100790c7a |
completed | March 1, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69a4ce71fd488190854e2c19e5acfdf0 |
completed | March 1, 2026, 11:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4cec94bd881908525b92fd9c804f9 |
completed | March 1, 2026, 11:42 p.m. |
Created at: March 1, 2026, 7:32 p.m.