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.