Triple

T537898
Position Surface form Disambiguated ID Type / Status
Subject Middle Belt E12366 entity
Predicate ethnicDiversityIncludes P1898 FINISHED
Object Tiv people
The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
E67112 NE FINISHED

How this triple was built (5 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: Tiv people | Statement: [Middle Belt, ethnicDiversityIncludes, Tiv people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tiv people
Context triple: [Middle Belt, ethnicDiversityIncludes, Tiv people]
  • A. 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.
  • 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. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual 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: Tiv people
Triple: [Middle Belt, ethnicDiversityIncludes, Tiv people]
Generated description
The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tiv people
Target entity description: The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
  • A. 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.
  • 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. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ethnicDiversityIncludes
Context triple: [Middle Belt, ethnicDiversityIncludes, Tiv people]
  • A. hasSignificantPopulationGroup chosen
    Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
  • B. diversity
    Indicates the degree to which a set of entities differs along one or more dimensions such as type, attributes, or characteristics.
  • C. centerOfDiversity
    Indicates the location where a particular group, trait, or phenomenon exhibits its greatest variety or concentration of diversity.
  • D. involvedEthnicGroup
    Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
  • E. ethnicCategoryIn
    Indicates that an entity belongs to or is classified within a specified ethnic category in a given context.
  • F. None of above.

Provenance (6 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_69a4985e51908190a34aa82ea9dbee1e completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c03256a08190955f8e8d5cda4b08 completed March 1, 2026, 10:39 p.m.
NEDg Description generation batch_69a4c0d028c48190885a764277f9d28b completed March 1, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4c196fa948190b14aacba1276d353 completed March 1, 2026, 10:45 p.m.
PD Predicate disambiguation batch_69a494b51ff08190a39f4168fd9a7ddf completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.