Triple

T3182817
Position Surface form Disambiguated ID Type / Status
Subject Kidepo Valley National Park E66629 entity
Predicate nearbyEthnicGroups P11274 FINISHED
Object Karamojong
The Karamojong are a traditionally pastoralist Nilotic ethnic group from northeastern Uganda, known for their cattle herding culture and distinctive customs.
E352944 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: Karamojong | Statement: [Kidepo Valley National Park, nearbyEthnicGroups, Karamojong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karamojong
Context triple: [Kidepo Valley National Park, nearbyEthnicGroups, Karamojong]
  • A. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • B. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • C. Maasai
    Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
  • D. Nuer
    The Nuer are a Nilotic ethnic group of pastoralists primarily inhabiting the floodplains of the Nile in South Sudan and western Ethiopia, known for their cattle-centered culture and segmentary lineage social structure.
  • E. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history 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: Karamojong
Triple: [Kidepo Valley National Park, nearbyEthnicGroups, Karamojong]
Generated description
The Karamojong are a traditionally pastoralist Nilotic ethnic group from northeastern Uganda, known for their cattle herding culture and distinctive customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karamojong
Target entity description: The Karamojong are a traditionally pastoralist Nilotic ethnic group from northeastern Uganda, known for their cattle herding culture and distinctive customs.
  • A. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • B. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • C. Maasai
    Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
  • D. Nuer
    The Nuer are a Nilotic ethnic group of pastoralists primarily inhabiting the floodplains of the Nile in South Sudan and western Ethiopia, known for their cattle-centered culture and segmentary lineage social structure.
  • E. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyEthnicGroups
Context triple: [Kidepo Valley National Park, nearbyEthnicGroups, Karamojong]
  • A. hasNearbyCommunity
    Indicates that one entity has another community located close to it in geographic or spatial terms.
  • B. neighboringPeoples chosen
    Indicates that two peoples or ethnic groups live in adjacent or nearby territories, sharing a common border or close geographic proximity.
  • C. nearbyUrbanCenter
    Indicates that one location is geographically close to an urban center, such as a city or large town.
  • D. residesNear
    Indicates that one entity lives or is located in close physical proximity to another entity.
  • E. nearbyIndigenousHeritage
    Indicates that an entity is located close to a site, area, or feature of Indigenous cultural, historical, or spiritual heritage.
  • 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6bea1788190bbce7cb52f8e72e8 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3340d5224819086e66d66e136e666 completed March 12, 2026, 9:45 p.m.
NEDg Description generation batch_69b33490868081909246473f06776846 completed March 12, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69b334f8e704819098cb57aac79a8d0a completed March 12, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69ad9e02677c8190a21d93b1259b2761 completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:06 p.m.