Triple

T14897994
Position Surface form Disambiguated ID Type / Status
Subject Mambilla Plateau E359928 entity
Predicate ethnicGroup P194 FINISHED
Object Mambilla people
The Mambilla people are an indigenous ethnic group of eastern Nigeria and western Cameroon known for their agrarian lifestyle, terraced farming, and rich artistic and cultural traditions.
E1173703 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: Mambilla people | Statement: [Mambilla Plateau, ethnicGroup, Mambilla people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mambilla people
Context triple: [Mambilla Plateau, ethnicGroup, Mambilla people]
  • A. Bunuba people
    The Bunuba people are an Aboriginal Australian group from the Kimberley region of Western Australia, known for their rich cultural traditions, strong connection to rugged gorge and range landscapes, and historical resistance to colonial encroachment.
  • B. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • C. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • D. Bagirmi people
    The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
  • E. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • 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: Mambilla people
Triple: [Mambilla Plateau, ethnicGroup, Mambilla people]
Generated description
The Mambilla people are an indigenous ethnic group of eastern Nigeria and western Cameroon known for their agrarian lifestyle, terraced farming, and rich artistic and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mambilla people
Target entity description: The Mambilla people are an indigenous ethnic group of eastern Nigeria and western Cameroon known for their agrarian lifestyle, terraced farming, and rich artistic and cultural traditions.
  • A. Bunuba people
    The Bunuba people are an Aboriginal Australian group from the Kimberley region of Western Australia, known for their rich cultural traditions, strong connection to rugged gorge and range landscapes, and historical resistance to colonial encroachment.
  • B. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • C. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • D. Bagirmi people
    The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
  • E. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded6084574819098033a9723f3e1c4 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82dfbc28819090cf56f16b5e7c39 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83d929a48190aea75597b864d210 completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff8469354c819080b8cfddb7c66be5 completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 2:11 a.m.