Triple

T11254020
Position Surface form Disambiguated ID Type / Status
Subject Benishangul-Gumuz Region E266391 entity
Predicate inhabitedBy P6481 FINISHED
Object Mao peoples
The Mao peoples are a small group of indigenous ethnic communities in western Ethiopia, known for their distinct languages and cultures and for living in scattered, often marginalized enclaves.
E914523 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: Mao peoples | Statement: [Benishangul-Gumuz Region, inhabitedBy, Mao peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mao peoples
Context triple: [Benishangul-Gumuz Region, inhabitedBy, Mao peoples]
  • A. Chin people
    The Chin people are an ethnic group from the hilly regions of western Myanmar and neighboring areas, known for their distinct languages, cultures, and Christian-majority communities.
  • B. Hakka people
    The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
  • C. Chiuchow people
    The Chiuchow people are a Han Chinese subgroup from the Chaoshan region of eastern Guangdong, known for their distinct Teochew language, cuisine, and cultural traditions.
  • D. Mien people
    The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
  • E. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • 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: Mao peoples
Triple: [Benishangul-Gumuz Region, inhabitedBy, Mao peoples]
Generated description
The Mao peoples are a small group of indigenous ethnic communities in western Ethiopia, known for their distinct languages and cultures and for living in scattered, often marginalized enclaves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mao peoples
Target entity description: The Mao peoples are a small group of indigenous ethnic communities in western Ethiopia, known for their distinct languages and cultures and for living in scattered, often marginalized enclaves.
  • A. Chin people
    The Chin people are an ethnic group from the hilly regions of western Myanmar and neighboring areas, known for their distinct languages, cultures, and Christian-majority communities.
  • B. Hakka people
    The Hakka people are a Han Chinese subgroup known for their distinct language, migratory history, and rich cultural traditions spread across southern China and the global Chinese diaspora.
  • C. Chiuchow people
    The Chiuchow people are a Han Chinese subgroup from the Chaoshan region of eastern Guangdong, known for their distinct Teochew language, cuisine, and cultural traditions.
  • D. Mien people
    The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
  • E. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9346f4c8190b29c2cf3a29cd1d1 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc941d34819099ae30713bdd03e5 completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.