Triple

T11114561
Position Surface form Disambiguated ID Type / Status
Subject Keliko language E262850 entity
Predicate ethnicGroup P194 FINISHED
Object Keliko people
The Keliko people are an ethnic group of Central Africa, primarily living in South Sudan and the Democratic Republic of the Congo, known for their distinct Keliko language and agrarian village-based culture.
E1084329 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: Keliko people | Statement: [Keliko language, ethnicGroup, Keliko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keliko people
Context triple: [Keliko language, ethnicGroup, Keliko people]
  • A. Temiar people
    The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
  • B. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • C. Baure people
    The Baure people are an indigenous group from the Bolivian lowlands, traditionally living in the Beni region and known for their distinct Arawakan language and cultural practices.
  • D. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • E. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • 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: Keliko people
Triple: [Keliko language, ethnicGroup, Keliko people]
Generated description
The Keliko people are an ethnic group of Central Africa, primarily living in South Sudan and the Democratic Republic of the Congo, known for their distinct Keliko language and agrarian village-based culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keliko people
Target entity description: The Keliko people are an ethnic group of Central Africa, primarily living in South Sudan and the Democratic Republic of the Congo, known for their distinct Keliko language and agrarian village-based culture.
  • A. Temiar people
    The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
  • B. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • C. Baure people
    The Baure people are an indigenous group from the Bolivian lowlands, traditionally living in the Beni region and known for their distinct Arawakan language and cultural practices.
  • D. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • E. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa637888190935e852281408356 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7c93f048190a755addc0922064b completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd0698d8548190a0f79f1d34aae6fe completed May 7, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69fd06efebf88190baee5f42b6da605b completed May 7, 2026, 9:41 p.m.
Created at: April 8, 2026, 9:27 p.m.