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.