Triple

T12002497
Position Surface form Disambiguated ID Type / Status
Subject Lango people E285699 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Kumam people
The Kumam people are a Nilotic ethnic group in eastern Uganda known for their agro-pastoral lifestyle and cultural ties to neighboring Iteso and Lango communities.
E1046239 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: Kumam people | Statement: [Lango people, neighboringEthnicGroup, Kumam people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kumam people
Context triple: [Lango people, neighboringEthnicGroup, Kumam people]
  • A. Kumandin people
    The Kumandin people are a small Indigenous Turkic ethnic group native to the Altai region of Siberia in Russia, traditionally known for their semi-nomadic lifestyle, shamanistic beliefs, and distinct cultural heritage.
  • B. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • C. Kam people
    The Kam people are an ethnic group primarily inhabiting parts of South and Central Asia, traditionally associated with the Kamviri language and distinct cultural and social practices.
  • D. Kam people
    The Kam people are an ethnic group in China and Southeast Asia known for their distinct Kam (Dong) language, rich folk music traditions, and intricate wooden architecture.
  • E. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • 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: Kumam people
Triple: [Lango people, neighboringEthnicGroup, Kumam people]
Generated description
The Kumam people are a Nilotic ethnic group in eastern Uganda known for their agro-pastoral lifestyle and cultural ties to neighboring Iteso and Lango communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kumam people
Target entity description: The Kumam people are a Nilotic ethnic group in eastern Uganda known for their agro-pastoral lifestyle and cultural ties to neighboring Iteso and Lango communities.
  • A. Kumandin people
    The Kumandin people are a small Indigenous Turkic ethnic group native to the Altai region of Siberia in Russia, traditionally known for their semi-nomadic lifestyle, shamanistic beliefs, and distinct cultural heritage.
  • B. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • C. Kam people
    The Kam people are an ethnic group primarily inhabiting parts of South and Central Asia, traditionally associated with the Kamviri language and distinct cultural and social practices.
  • D. Kam people
    The Kam people are an ethnic group in China and Southeast Asia known for their distinct Kam (Dong) language, rich folk music traditions, and intricate wooden architecture.
  • E. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c36b248190b446b17def94885b completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d756bd08190a79adc9a2e6188ed completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75e30545c8190b47bd1e06411a163 completed May 3, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f75e9fc1508190800291a16840a9a8 completed May 3, 2026, 2:41 p.m.
Created at: April 8, 2026, 9:46 p.m.