Triple

T6731187
Position Surface form Disambiguated ID Type / Status
Subject Korekore E153636 entity
Predicate hasSpeakersAmong P73409 FINISHED
Object Korekore people
The Korekore people are a subgroup of the Shona ethnic group in northern Zimbabwe, known for their distinct dialect, cultural traditions, and historical chiefdoms.
E616979 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: Korekore people | Statement: [Korekore, hasSpeakersAmong, Korekore people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Korekore people
Context triple: [Korekore, hasSpeakersAmong, Korekore people]
  • A. Hambukushu people
    The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
  • B. Chimariko people
    The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
  • C. Koya people
    The Koya people are an indigenous Adivasi community of central and southern India, primarily inhabiting forested and hilly regions of states like Telangana, Andhra Pradesh, Chhattisgarh, and Odisha, with distinct cultural traditions and social practices.
  • D. Daisu people
    The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
  • E. Iwak people
    The Iwak people are an indigenous ethnic group of the Philippines known for their distinct Austronesian language and traditional highland culture.
  • 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: Korekore people
Triple: [Korekore, hasSpeakersAmong, Korekore people]
Generated description
The Korekore people are a subgroup of the Shona ethnic group in northern Zimbabwe, known for their distinct dialect, cultural traditions, and historical chiefdoms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Korekore people
Target entity description: The Korekore people are a subgroup of the Shona ethnic group in northern Zimbabwe, known for their distinct dialect, cultural traditions, and historical chiefdoms.
  • A. Hambukushu people
    The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
  • B. Chimariko people
    The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
  • C. Koya people
    The Koya people are an indigenous Adivasi community of central and southern India, primarily inhabiting forested and hilly regions of states like Telangana, Andhra Pradesh, Chhattisgarh, and Odisha, with distinct cultural traditions and social practices.
  • D. Daisu people
    The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
  • E. Iwak people
    The Iwak people are an indigenous ethnic group of the Philippines known for their distinct Austronesian language and traditional highland culture.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpeakersAmong
Context triple: [Korekore, hasSpeakersAmong, Korekore people]
  • A. hasSpeakersIn
    Indicates that an entity (such as an event, conference, or session) includes or is associated with speakers located in or belonging to a specified place or group.
  • B. speakers
    Indicates that one or more entities produce spoken language or vocal communication, typically addressing an audience or participating in a conversation.
  • C. hasSpeakerType
    Indicates that an entity functions in a particular role or category as a speaker (e.g., narrator, character, announcer) within a given context.
  • D. usedBySpeakers
    Indicates that something (such as a resource, tool, or method) is employed or utilized by speakers.
  • E. hasMainSpeaker
    Indicates that one entity serves as the primary or principal speaker associated with another entity, such as an event, recording, or presentation.
  • F. None of above. chosen

Provenance (7 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d354177481908ab3cf5437c095e2 completed March 27, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7129f2d2c81908102eabbae3935d7 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713306b5081908161d3ec6a64cc85 completed March 27, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69c713de76d081908b275590d311d5fd completed March 27, 2026, 11:33 p.m.
PD Predicate disambiguation batch_69c6d08e8a2c8190ae4e8d8c039be7ce completed March 27, 2026, 6:46 p.m.
PDg Predicate description generation batch_69c6d35134148190b49fb5c25a0f8ed4 completed March 27, 2026, 6:58 p.m.
Created at: March 27, 2026, 2:09 p.m.